The PRECOM-SM Corpus: Gambling in Spanish Social Media Pablo Álvarez-Ojeda, María Victoria Cantero-Romero, Anastasia Semikozova and Arturo Montejo-Raez
Sequential Fusion of Text-close and Text-far Representations for Multimodal Sentiment Analysis Kaiwei Sun and Mi Tian
PoemBERT: A Dynamic Masking Content and Ratio Based Semantic Language Model For Chinese Poem Generation Chihan Huang and Xiaobo Shen
CDA^2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis Dancheng Xin, Kaiqi Zhao, Jingyun Sun and Yang Li
CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? Yuwei Zhao, Ziyang Luo, Yuchen Tian, Hongzhan Lin, Weixiang Yan, Annan Li and Jing Ma
Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching Tianshu Wang, Xiaoyang Chen, Hongyu Lin, Xuanang Chen, Xianpei Han, Le Sun, Hao Wang and Zhenyu Zeng
InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning Jiayi Deng, Chen Chen, Chunyan Hou and Xiaojie Yuan
Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference Lanrui Wang, Jiangnan Li, Chenxu Yang, Zheng Lin, Hongyin Tang, Huan Liu, Yanan Cao, Jingang Wang and Weiping Wang
Noise-powered Multi-modal Knowledge Graph Representation Framework Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan and Huajun Chen
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios Junjie Ye, Guanyu Li, SongYang Gao, Caishuang Huang, Yilong Wu, Sixian Li, Xiaoran Fan, Shihan Dou, Tao Ji, Qi Zhang, Tao Gui and Xuanjing Huang
Federated Incremental Named Entity Recognition Zesheng Liu, Qiannan Zhu, Cuiping Li and Hong Chen
Large Language Models are Good Annotators for Type-aware Data Augmentation in Grammatical Error Correction Xinyuan Li and Yunshi Lan
Looks can be Deceptive: Distinguishing Repetition Disfluency from Reduplication Arif A. Ahmad, Khyathi Gayathri Mothika and Pushpak Bhattacharyya
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen and Qiang Yang
Dynamic Graph Neural ODE Network for Multi-modal Emotion Recognition in Conversation Yuntao Shou, tao meng, wei ai and KEQIN LI
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding Peng Xia, Xingtong Yu, Ming Hu, Lie Ju, Zhiyong Wang, Peibo Duan and Zongyuan Ge
Persona-DB: Improving Large Language Model Personalization for Response Prediction with Collaborative Data Refinement Chenkai Sun, Ke Yang, Revanth Gangi Reddy, Yi Fung, Hou Pong Chan, Kevin Small, ChengXiang Zhai and Heng Ji
Style Over Substance: Evaluation Biases for Large Language Models Minghao Wu and Alham Fikri Aji
Multimodal Aspect-Based Sentiment Analysis under Conditional Relation Xinjing Liu, Ruifan Li, Shuqin Ye, guangwei zhang and Xiaojie WANG
Semantic Role Labeling of NomBank Partitives Adam Meyers, Advait Pravin Savant and John E. Ortega
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation Dongjun Lee, Choongwon Park, Jaehyuk Kim and Heesoo Park
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery He Cao, Zijing Liu, Xingyu Lu, Yuan Yao and Yu Li
Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection Kuntao Li, Yifan Chen, Qiaofeng Wu, Weixing Mai, Fenghuan Li and Yun Xue
AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents Thomas Sebbag, Solen Quiniou, Emmanuel Morin and Nicolas Stucky
ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models Thibaut Thonet, Laurent Besacier and Jos Rozen
Positive Text Reframing under Multi-strategy Optimization Shutong Jia, Biwei Cao, Qingqing Gao, Jiuxin Cao and Bo Liu
SURE: Mutually Visible Objects and Self-generated Candidate Labels For Relation Extraction Yuxuan Feng, Qian Chen, Qianyou Wu, Xin GUO and Suge Wang
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data Yihong Liu, Chunlan Ma, Haotian Ye and Hinrich Schütze
Two-stage Incomplete Utterance Rewriting on Editing Operation Zhiyu Cao, Peifeng Li, Qiaoming Zhu and Yaxin Fan
QuickLLaMA: Query-aware Inference Acceleration for Large Language Models Jingyao Li, Han Shi, Pengguang Chen, Sitong Wu, Chuanyang Zheng, Zhenguo Li, Xin Jiang, Hong Xu and Jiaya Jia
SVD-GCL：A Noise-Augmented Hybrid Graph Contrastive Learning Framework for Recommendation Liping Wang, Shichao Li, Hui Wang, Yuyan Gao and Mingyao Wei
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai, Linzheng Chai, Zhao Yan, Qian-Wen Zhang, di yin, Xing Sun and Zhoujun Li
Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers? Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du and Yongfeng Zhang
Knowledge Graph Entity Typing with Curriculum Contrastive Learning hao wang, Minghua Nuo and shan jiang
The Dark Side of Function Calling: Pathways to Jailbreaking Large Language Models Zihui Wu, Haichang Gao, Jianping He and Ping Wang
Adapters Selector: Cross-domains and Multi-tasks LoRA Modules Integration Usage Method Yimin Tian, Bolin Zhang, Zhiying Tu and Dianhui Chu
XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser Xianfu Cheng, hang zhang, Jian Yang, Xiang Li, Weixiao Zhou, Fei Liu, Kui Wu, Xiangyuan Guan, Tao Sun, Xianjie Wu, Tongliang Li and Zhoujun Li
Debiasing through obfuscation promotes fairness in multi-community settings Ingroj Shrestha and Padmini Srinivasan
Graph Representation Learning in Hyperbolic Space via Dual-Masked Rui Gong, Zuyun Jiang and Daren Zha
Perturbation-driven Dual Auxiliary Contrastive Learning for Collaborative Filtering Recommendation Caihong Mu, Keyang Zhang, Jialiang Zhou and Yi Liu
Enhancing Reranking for Recommendation with LLMs through User Preference Retrieval Haobo Zhang, Qiannan Zhu and Zhicheng Dou
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task Zijie Zhong, Linqing Zhong, Zhaoze Sun, Qingyun Jin, Zengchang Qin and Xiaofan Zhang
Language Models Encode the Value of Numbers Linearly Fangwei Zhu, Damai Dai and Zhifang Sui
FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models Shu Liu, Shangqing Zhao, Chenghao Jia, Xinlin Zhuang, Zhaoguang Long, Jie Zhou, Aimin Zhou, Man Lan and Yang Chong
Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding Nguyen Binh Nguyen and Yang He
SLARD: A Chinese Superior Legal Article Retrieval Dataset Zhe Chen, Pengjie Ren, Fuhui Sun, Xiaoyan Wang, Yujun Li, Siwen Zhao and Tengyi Yang
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations Nuo Chen, Hongguang Li, Baoyuan Wang and Jianhui Chang
Refined Evaluation for End-to-End Grammatical Error Correction Using an Alignment-Based Approach Junrui Wang, Mengyang Qiu, Yang Gu, Zihao Huang and Jungyeul Park
LLMs on interactive feature collections with implicit dynamic decision strategy Juyeon Heo, Vihari Piratla, Kyunghyun Lee, Hyonkeun Joh and Adrian Weller
Pre-trained Semantic Interaction based Inductive Graph Neural Networks for Text Classification Shiyu Wang, Gang Zhou, Jicang Lu, Jing Chen and Ningbo Huang
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM Jianyu Liu, Yi Huang, Sheng Bi, Junlan Feng and Guilin Qi
AGCL: Aspect Graph Construction and Learning for Aspect-level Sentiment Classification Zhongquan Jian, Daihang Wu, Shaopan Wang, Yancheng Wang, Junfeng Yao, Meihong Wang and Qingqiang Wu
TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution Jiuding Yang, Shengyao Lu, Weidong Guo, Xiangyang Li, Kaitong Yang, Yu Xu and Di Niu
DPCL-Diff:The Temporal Knowledge Graph Reasoning based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning YuKun Cao, 利胜 汪, Xuefeng Xu, Luobin Huang, new Koo and YONGCHENG HE
LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following Kaize Shi, Xueyao Sun, Dingxian Wang, Yinlin Fu, Guandong Xu and Qing Li
LLMTreeRec: A Tree-based Large Language Model Framework for Cold-start Recommendation Wenlin Zhang, Chuhan Wu, Xiangyang Li, Yuhao Wang, Kuicai Dong, Yichao Wang, Xinyi Dai, Xiangyu Zhao, Huifeng Guo and Ruiming Tang
Collaborative Document Simplification Using Multi-Agent Systems Dengzhao Fang, Jipeng Qiang, Xiaoye Ouyang, Yi Zhu, Yunhao Yuan and Yun Li
Distilling Rule-based Knowledge into Large Language Models Wenkai Yang, Yankai Lin, Jie Zhou and Ji-Rong Wen
Exploring Backdoor Vulnerabilities of Chat Models Wenkai Yang, Yunzhuo Hao and Yankai Lin
Towards the Machine Translation of Scientific Neologisms Paul Lerner and François Yvon
HyperIDP: Customizing Temporal Hypergraph Neural Networks for Multi-Scale Information Diffusion Prediction Haowei Xu, Chao Gao, Xianghua Li and Zhen Wang
Enhancing multi-modal Relation Extraction with Reinforcement Learning Guided Graph Diffusion Framework Rui Yang and Rajiv Gupta
Non-Emotion-Centric Empathetic Dialogue Generation Yuanxiang Huangfu, Peifeng Li, Yaxin Fan and Qiaoming Zhu
Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering Chunlei Xin, Shuheng Zhou, Xuanang Chen, Yaojie Lu, Huijia Zhu, weiqiang wang, Zhongyi Liu, Xianpei Han and Le Sun
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding Cheng Wang, Yiwei Wang, Bryan Hooi, Yujun Cai, Nanyun Peng and Kai-Wei Chang
Citation Amnesia: On The Recency Bias of NLP and Other Academic Fields Jan Philip Wahle, Terry Lima Ruas, Mohamed Abdalla, Bela Gipp and Saif M. Mohammad
Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation Yanxu Mao, Peipei Liu, Tiehan Cui, Congying Liu and Datao You
Monte Carlo Tree Search Based Prompt Autogeneration for Jailbreak Attacks against LLMs Suhuang WU, Huimin Wang, Yutian Zhao, Xian Wu, Yefeng Zheng, Wei Li, Hui Li and Rongrong Ji
LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks Xiang Li, Chen Shi, Yong Xu and Jun Huang
Explaining Relationships Among Research Papers Xiangci Li and Jessica Ouyang
From Generalist to Specialist: A Survey of Large Language Models for Chemistry Yang Han, Ziping Wan, Lu Chen, Kai Yu and Xin Chen
Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution Milad Alshomary, Narutatsu Ri, Marianna Apidianaki, Ajay Patel, Smaranda Muresan and Kathleen McKeown
Read Before Grounding: Scene Knowledge Visual Grounding via Multi-step Parsing HaiXiang Zhu, Lixian Su, ShuangMing Mao and Jing Ye
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller and Vera Schmitt
BiLD: Bi-directional Logits Difference Loss for Large Language Model Distillation Minchong Li, Zhou Feng and Xiaohui Song
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs Tamzeed Mahfuz, Satak Kumar Dey, Ruwad Naswan, Hasnaen Adil, Khondker Salman Sayeed and Haz Sameen Shahgir
Do language models practice what they preach? Examining language ideologies about gendered language reform encoded in LLMs Julia Watson, Sophia S. Lee, Barend Beekhuizen and Suzanne Stevenson
T-MES: Trait-Aware Mix-of-Experts Representation Learning for Multi-trait Essay Scoring Jiong Wang and Jie Liu
A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple Images Jiachen Zhao, Shizhou Huang and xin Lin
Mining Word Boundaries from Speech-Text Parallel Data for Cross-domain Chinese Word Segmentation Xuebin Wang, Lei Zhang, Zhenghua Li, Shilin Zhou, Chen Gong and Yang Hou
RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents Changkai Ji, Bowen Zhao, Zhuoyao Wang, Yingwen Wang, Yuejie Zhang, Ying Cheng, Rui Feng and Xiaobo Zhang
A Compressive Memory-based Retrieval Approach for Event Argument Extraction Wanlong Liu, Enqi Zhang, shaohuan cheng, Dingyi Zeng, Li Zhou, Chen Zhang, Malu Zhang and Wenyu Chen
FTFT: Efficient and Robust Fine-Tuning by Transferring Training Dynamics Yupei Du, Albert Gatt and Dong Nguyen
PrahokBART: A Pre-trained Sequence-to-Sequence Model for Khmer Natural Language Generation Hour Kaing, Raj Dabre, Haiyue Song, Van-Hien Tran, Hideki Tanaka and Masao Utiyama
Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning Longzhou Liu, Chenglong Xiao, Shanshan Wang and Tingwen Liu
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Kang Liu, Shengping Liu and Jun Zhao
Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts Ali Al-Laith, Alexander Conroy, Jens Bjerring-Hansen, Bolette Pedersen, Carsten Levisen and Daniel Hershcovich
ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs Chenhan Fu, Guoming Wang, Juncheng Li, Wenqiao Zhang, Rongxing Lu and Siliang Tang
Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation zhe yang and Tiantian Liang
Uncertainty Modelling in Under-Represented Languages with Bayesian Deep Gaussian Processes Ubaid Azam, Imran Razzak, Shelly Vishwakarma and Shoaib Jameel
LLM-Personalize: Aligning LLM Planners with Human Preferences via Reinforced Self-Training for Housekeeping Robots Dongge Han, Trevor McInroe, Adam Jelley, Stefano V. Albrecht, Peter Bell and Amos Storkey
CEHA: A Dataset of Conflict Events in the Horn of Africa Rui Bai, Di Lu, Shihao Ran, Elizabeth M. Olson, Hemank Lamba, Aoife Cahill, Joel Tetreault and Alejandro Jaimes
Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction Biao Hu, Zhen Huang, Minghao Hu, Pinglv Yang, Peng Qiao, Yong Dou and Zhilin Wang
Taxonomy-Guided Zero-Shot Recommendations with LLMs Yueqing Liang, Liangwei Yang, Chen Wang, Xiongxiao Xu, Philip S. Yu and Kai Shu
Enhancing Multi-party Dialogue Discourse Parsing with Explanation Generation Shannan Liu, Peifeng Li, Yaxin Fan and Qiaoming Zhu
MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples Shuo Xie, Fangzhi Zhu, Jiahui Wang, Lulu Wen, Wei Dai, Xiaowei Chen, Junxiong Zhu, Kai Zhou and Bo Zheng
A Career Interview Dialogue System using Large Language Model-based Dynamic Slot Generation Ekai Hahimoto, Mikio Nakano, Takayoshi Sakurai, Shun Shiramatsu, Toshitake Komazaki and Shiho Tsuchiya
A Simple-Yet-Efficient Instruction Augmentation Method for Zero-Shot Sentiment Classification Yang Zhao, Masayasu Muraoka, Issei Yoshida, Bishwaranjan Bhattacharjee and Hiroshi Kanayama
Improving Explainable Fact-Checking with Claim-Evidence Correlations Xin Tan, Bowei Zou and Ai Ti Aw
Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices Hajime Kiyama, Taichi Aida, Mamoru Komachi, Toshinobu Ogiso, Hiroya Takamura and Daichi Mochihashi
A Testset for the Evaluating of Context-Aware Translation of LLMs in Korean-to-English Discourse Level Translation Minjae Lee, Youngbin Noh and Seung Jin Lee
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning Lulu Zhao, Weihao Zeng, shi xiaofeng and Hua Zhou
Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering Hongyu Yang, Jiahui Hou, Liyang He and rui li
Learning to Refuse: Towards Mitigating Privacy Risks in LLMs Zhenhua Liu, Tong Zhu, Chuanyuan Tan and Wenliang Chen
Exploring Unified Training Framework for Multimodal User Profiling Minjie Qiang, Zhongqing Wang, Shoushan Li and Guodong Zhou
Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism Guanchen Li, Xiandong Zhao, Lian Liu, Zeping Li, Yixing Xu, Dong Li, Lu Tian, Jie He, Ashish Sirasao and Emad Barsoum
Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts Qiyuan He, Jianfei Yu and Wenya Wang
Multi-View Incongruity Learning for Multimodal Sarcasm Detection Diandian Guo, Cong Cao, Fangfang Yuan, Yanbing Liu, Guangjie Zeng, Xiaoyan Yu, Hao Peng and Philip S. Yu
Cognitive Biases, Task Complexity, and Result Intepretability in Large Language Models Mario Mina, Valle Ruiz-Fernández, Júlia Falcão, Luis Vasquez and Aitor Gonzalez-Agirre
Robustness Evaluation of German Extractive Question Answering Shalaka Satheesh, Katharina Beckh, Katrin Klug, Héctor Allende-Cid, Teena Hassan and Sebastian Houben
Enhancing Multimodal Named Entity Recognition through Adaptive Mixup Image Augmentation Bo Xu, Haiqi Jiang, Jie Wei, Hongyu Jing, Ming Du, Hui Song, Hongya Wang and Yanghua Xiao
Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media Zheyu Zhao, Zhongqing Wang, Shichen Li, Hongling Wang and Guodong Zhou
Quality Beyond A Glance: Revealing Large Quality Differences Between Web-Crawled Parallel Corpora Rik van Noord, Miquel Esplà-Gomis, Malina Chichirau, Gema Ramírez-Sánchez and Antonio Toral
MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval Tong Bao, Che Liu, Derong Xu, Zhi Zheng and Tong Xu
Linguistic Features Extracted by GPT-4 Improve Alzheimer’s Disease Detection based on Spontaneous Speech Jonathan Heitz, Gerold Schneider and Nicolas Langer
Does Vision Accelerate Hierarchical Generalization in Neural Language Learners? Tatsuki Kuribayashi and Timothy Baldwin
MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Jinming Zhang and Yunfei Long
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization Kohei Tsuji, Tatsuya Hiraoka, yuchang cheng and Tomoya Iwakura
Rethinking Long Context Generation from the Continual Learning Perspective Zeyuan Yang, Fangzhou Xiong, Peng Li and Yang Liu
How Well Can Large Language Models Reflect? A Human Evaluation of LLM-generated Reflections for Motivational Interviewing Dialogues Erkan Basar, Xin Sun, Iris Hendrickx, Jan de Wit, Tibor Bosse, Gert-Jan De Bruijn, Jos A. Bosch and Emiel Krahmer
Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies Xin Sun, Xiao Tang, Abdallah El Ali, Zhuying Li, Pengjie Ren, Jan de Wit, Jiahuan Pei and Jos A.Bosch
Enhancing Zero-shot Chain of Thought Prompting via Uncertainty-Guided Strategy Selection Shanu Kumar, Saish Mendke, Karody Lubna Abdul Rahman, Santosh Kurasa, Sandipan Dandapat and Parag Agrawal
Word-level Cross-lingual Structure in Large Language Models Zihao Feng, Hailong Cao, Wang Xu and Tiejun Zhao
Trucidator: Document-level Event Factuality Identification via Hallucination Enhancement and Cross-Document Inference Zihao Zhang, Zhong Qian, Xiaoxu Zhu, Peifeng Li and Qiaoming Zhu
RoLargeSum: A Large Dialect-Aware Romanian Dataset for Text Summarization, Title Generation, and Keywords Extraction Andrei-Marius Avram, Mircea Timpuriu, Andreea Iuga, Vlad-Cristian Matei, Tudor Găină and Dumitru-Clementin Cercel
From Detection to Explanation: Effective Learning Strategies for LLMs in Online Abusive Language Research Chiara Di Bonaventura, Lucia Siciliani, Pierpaolo Basile, Albert Merono Penuela and Barbara McGillivray
TEEMIL: Towards Educational MCQ Difficulty Estimation in Indic Languages Manikandan Ravikiran, Siddarth Vohra, Rohit Saluja and Arnav Bhavsar
What’s Wrong? Refining Meeting Summaries with LLM Feedback Frederic Thomas Kirstein, Terry Lima Ruas and Bela Gipp
Scene Graph and Dependency Grammar Enhanced Remote Sensing Change Caption Network (SGD-RSCCN) Qiaoli Sun, Yan Wang and Xiaoyu Song
Looking at the Unseen: Effective Sampling of Non-Related Propositions for Argument Mining Ramon Ruiz-Dolz, Debela Gemechu, Zlata Kikteva and Chris Reed
“Not Aligned” is Not “Malicious”: Being Careful about Hallucinations of Large Language Models’ Jailbreak Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Jiayi Mao and Xueqi Cheng
From Form to Meaning: The Case of Particles within the Prague Dependency Treebank Annotation Scheme Marie Mikulova, Barbora Štěpánková and Jan Štěpánek
MambaForGCN: Enhancing Long-Range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-Based Sentiment Analysis Adamu Lawan, Juhua Pu, Haruna Yunusa, Aliyu Umar and Muhammad Lawan
ROUGE-SciQFS: A ROUGE-based Method to Automatically Create Datasets for Scientific Query-Focused Summarization Juan Ramirez-Orta, Ana Maguitman, Axel J. Soto and Evangelos Milios
Commonsense Subgraph for Inductive Relation Reasoning with Meta-learning Feng Zhao, Zhilu Zhang, Cheng Yan and Xianggan Liu
Clear Up Confusion: Iterative Differential Generation for Fine-grained Intent Detection with Contrastive Feedback Feng Zhang, Wei Chen, Meng Gao, Fei Ding, Tengjiao Wang, jiahui Yao and jiabin zheng
Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models Sarah E. Finch and Jinho D. Choi
Integrating Group-based Preferences from Coarse to Fine for Cold-start Users Recommendation Siyu Wang, Jianhui Jiang, Jiangtao Qiu and Shengran Dai
Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University Resolutions Sérgio Silva Mucciaccia, Thiago Meireles Paixão, Filipe Wall Mutz, Claudine Santos Badue, Alberto Ferreira de Souza and Thiago Oliveira dos Santos
Generating Commonsense Reasoning Questions with Controllable Complexity through Multi-step Structural Composition Jianxing Yu, Shiqi Wang, Hanjiang Lai, Wenqing Chen, Yanghui Rao, Qinliang Su and Jian Yin
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy Chen and Min-Yen Kan
Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation Zheng Chu, Jingchang Chen, Zhongjie Wang, Guo Tang, Qianglong Chen, ming liu and Bing Qin
AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization Configurations Qian Tao, Wenyuan Yu and Jingren Zhou
CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems Tao Feng, Lizhen Qu, Xiaoxi Kang and Gholamreza Haffari
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation Keheng Wang, Feiyu Duan, Peiguang Li, Sirui Wang and Xunliang Cai
Chain-of-Specificity: Enhancing Task-Specific Constraint Adherence in Large Language Models Kaiwen Wei, Jingyuan Zhang, Hongzhi Zhang, Fuzheng Zhang, Di Zhang, li jin, Yue Yu and Jiang Zhong
How Transliterations Improve Crosslingual Alignment Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Ayyoob ImaniGooghari, Orgest Xhelili, Haotian Ye, Chunlan Ma, François Yvon and Hinrich Schütze
GL-GAN: Perceiving and Integrating Global and Local Styles for Handwritten Text Generation with Mamba Yiming Wang, Hongxi Wei, Heng Wang, Shiwen Sun and Chao He
From Multiple-Choice to Extractive QA: A Case Study for English and Arabic Teresa Lynn, Malik H. Altakrori, Samar M. Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Kirill Chirkunov, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian and Nizar Habash
Enhancing Knowledge Distillation of Large Language Models through Efficient Multi-Modal Distribution Alignment Tianyu Peng and Jiajun Zhang
DialogueMMT: Dialogue Scenes Understanding Enhanced Multi-modal Multi-task Tuning for Emotion Recognition in Conversations ChenYuan He, Yuxiang Jia, Hongying Zan and Min Peng
Learning Transition Patterns by Large Language Models for Sequential Recommendation Jianyang Zhai, Zi-Feng Mai, Dongyi Zheng, Chang-Dong Wang, Xiawu Zheng, Hui Li, Feidiao Yang and Yonghong Tian
Aligning Large Language Models with Human Opinions through Persona Selection and Value–Belief–Norm Reasoning Xuan Long Do, Kenji Kawaguchi, Min-Yen Kan and Nancy Chen
MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning Zheng Li, Yang Du, Mao Zheng and Mingyang Song
Implicit Discourse Relation Classification For Nigerian Pidgin Muhammed Saeed, Peter Bourgonje and Vera Demberg
FUWA: Full Exposure of Text Data from Gradients Ying Gao, Yuxin Xie, Huanghao Deng and Zukun Zhu
Simulating Dual-Process Thinking in Dialogue Topic Shift Detection huiyao wang, Peifeng Li, Yaxin Fan and Qiaoming Zhu
A Compliance Checking Framework Based on Retrieval Augmented Generation Jingyun Sun, Zhongze Luo and Yang Li
MIDLM: Multi-Intent Detection with Bidirectional Large Language Models Shangjian Yin, Peijie Huang and Yuhong Xu
ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang and Maosong Sun
Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning Jingyao Tang, Lishuang Li, Liteng Mi, Haiming Wu and Hongbin Lu
Leveraging Language Models for Summarizing Mental State Examinations: A Comprehensive Evaluation and Dataset Release Nilesh Kumar Sahu, Manjeet Yadav, Mudita Chaturvedi, Snehil Gupta and Haroon R. Lone
Oddballness: universal anomaly detection with language models Filip Gralinski, Ryszard Staruch and Krzysztof Jurkiewicz
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models Zhongzhi Li, Ming-Liang Zhang, Pei-Jie Wang, Rui-Song Zhang, Yin Fei, Zhi-Long Ji, Jin-Feng Bai, Zhen-Ru Pan, Jian Xu, Jia-Xin Zhang and Cheng-Lin Liu
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models Zhongzhi Li, Ming-Liang Zhang, Pei-Jie Wang, Rui-Song Zhang, Yin Fei, Zhi-Long Ji, Jin-Feng Bai, Zhen-Ru Pan, Jian Xu, Jia-Xin Zhang and Cheng-Lin Liu
Efficient Tool Use with Chain-of-Abstraction Reasoning Silin Gao, Jane Dwivedi-Yu, Ping Yu, Xiaoqing Ellen Tan, Ramakanth Pasunuru, Olga Golovneva, Koustuv Sinha, Asli Celikyilmaz, Antoine Bosselut and Tianlu Wang
Enhancing Arabic NLP Tasks through Character-Level Models and Data Augmentation Mohanad Mohamed and Sadam Al-Azani
Improving Automatic Grammatical Error Annotation for Chinese Yang Gu, Zihao Huang, Min Zeng, Mengyang Qiu and Jungyeul Park
Bias Vector: Mitigating Biases in Language Models with Task Arithmetic Approach Daiki Shirafuji, Makoto Takenaka and Shinya Taguchi
Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks Weijie Li, Jin Wang, Liang-Chih Yu and Xuejie Zhang
t-HNE: A Text-guided Hierarchical Noise Eliminator for Multimodal Sentiment Analysis Zuocheng Li and Lishuang Li
ALYMPICS: LLM Agents Meet Game Theory Shaoguang Mao, Yuzhe Cai, Yan Xia, Wenshan Wu, Xun Wang, Fengyi Wang, Qiang Guan, Tao Ge and Furu Wei
Towards Adaptive Mechanism Activation in Language Agent Ziyang Huang, Jun Zhao and Kang Liu
Scaffolding Coordinates to Promote Vision-Language Coordination in Large Multi-Modal Models Xuanyu Lei, Zonghan Yang, Xinrui Chen, Peng Li and Yang Liu
Rethinking Vocabulary Augmentation: Addressing the Challenges of Low-Resource Languages in Multilingual Models Nankai Lin, Peijian Zeng, Weixiong Zheng, Shengyi JIANG, Dong Zhou and Aimin Yang
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs Yuwei Du, Xinyue Liu, Wenxin Liang, Linlin Zong and Xianchao Zhang
Intention Analysis Makes LLMs A Good Jailbreak Defender Yuqi Zhang, Liang Ding, Lefei Zhang and Dacheng Tao
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons Yongqi Leng and Deyi Xiong
Do Large Language Models Mirror Cognitive Language Processing? Yuqi Ren, Renren Jin, Tongxuan Zhang and Deyi Xiong
SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness Calibration Xin Guan, Nate Demchak, Saloni Gupta, Ze Wang, Ediz Ertekin Jr., Adriano Koshiyama, Emre Kazim and Zekun Wu
Learning to Reason via Self-Iterative Process Feedback for Small Language Models Kaiyuan Chen, Jin Wang and Xuejie Zhang
Rethinking-based Code Summarization with Chain of Comments Liuwen Cao, Hongkui He, Hailin Huang, Jiexin Wang and Yi Cai
RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model Tengfei Feng and Liang He
To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation Abdul Hameed Azeemi, Ihsan Ayyub Qazi and Agha Ali Raza
LLM Sensitivity Evaluation Framework for Clinical Diagnosis Chenwei Yan, Xiangling Fu, Yuxuan Xiong, Tianyi Wang, Siu Cheung Hui, Ji Wu and Xien Liu
Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models Zijun Chen, Wenbo Hu, Guande He, Zhijie Deng, ZHeng ZHang and Richang Hong
Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning Cunda Wang, Weihua Wang, Qiuyu Liang, Feilong Bao and Guanglai Gao
Aspect-Based Sentiment Analysis with Syntax-Opinion-Sentiment Reasoning Chain Rui Fan, Shu Li, Tingting He and Yu Liu
Reasoning with Trees: Faithful Question Answering over Knowledge Graph Tiesunlong Shen, Jin Wang, Xuejie Zhang and Erik Cambria
Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective Tianlong Li, Changze Lv, Shihan Dou, Wenhao Liu, Muling Wu, Zhenghua Wang, Xiaohua Wang, Xiaoqing Zheng and Xuanjing Huang
Lexicography Saves Lives (LSL): Automatically Translating Suicide-Related Language Annika Marie Schoene, John E. Ortega, Rodolfo Joel Zevallos and Laura Haaber Ihle
Enhancing Emotional Support Conversations: A Framework for Dynamic Knowledge Filtering and Persona Extraction Jiawang Hao and Fang Kong
SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models Huanxuan Liao, Shizhu He, Yupu Hao, Xiang Li, Yuanzhe Zhang, Kang Liu and Jun Zhao
TermDiffuSum: A Term-guided Diffusion Model for Extractive Summarization of Legal Documents Xiangyun Dong, Wei Li, Yuquan Le, Zhangyue Jiang, Junxi Zhong and Zhong Wang
COF: Adaptive Chain of Feedback for Comparative Opinion Quintuple Extraction Qingting Xu, Kaisong Song, Chaoqun Liu, Yangyang Kang, Xiabing Zhou, Jun Lin and Yu Hong
Improvement in Sign Language Translation Using Text CTC Alignment Sihan Tan, Taro Miyazaki, Nabeela Khan and Kazuhiro Nakadai
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining Zongru Wu, Pengzhou Cheng, Lingyong Fang, Zhuosheng Zhang and Gongshen Liu
MQM-Chat: Multidimensional Quality Metrics for Chat Translation Yunmeng Li, Jun Suzuki, Makoto Morishita, Kaori Abe and Kentaro Inui
Intent Contrastive Learning Based on Multi-view Augmentation for Sequential Recommendation Bo Pei, Yingzheng Zhu, Guangjin Wang, Huajuan Duan, Wenya Wu, Fuyong Xu, Yizhao Zhu, Peiyu Liu and Ran Lu
Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation Siyuan Wang, Zhuohan Long, Zhihao Fan, Xuanjing Huang and Zhongyu Wei
Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection Dmitri Roussinov, Serge Sharoff and Nadezhda Puchnina
Hermit Kingdom Through the Lens of Multiple Perspectives: A Case Study of LLM Hallucination on North Korea Eunjung Cho, Won Ik Cho and Soomin Seo
CycleOIE: A Low-Resource Training Framework For Open Information Extraction Zhihong Jin, Chunhong Zhang, Zheng Hu, Jibin Yu, Ruiqi Ma, Qingyun Chen, Xiaohao Liao and Yanxing Zhang
AHVE-CNER: Aligned Hanzi Visual Encoding Enhance Chinese Named Entity Recognition with Multi-Informatio Xuhui Zheng, Hao Wang and Zhiyuan Min
Edit-Wise Preference Optimization for Grammatical Error Correction Jiehao Liang, Haihui Yang, Shiping Gao and Xiaojun Quan
You Only Query Twice: Multimodal Rumor Detection via Evidential Evaluation from Dual Perspectives Junyi Chen, Leyuan Liu, Tian Lan, Fan Zhou and Xiaosong Zhang
On Evaluation Protocols for Data Augmentation in a Limited Data Scenario Frédéric Piedboeuf and Philippe Langlais
Context-Informed Machine Translation of Manga using Multimodal Large Language Models Philip Lippmann, Konrad Skublicki, Joshua Tanner, Shonosuke Ishiwatari and Jie Yang
Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales Jinbin Zhang, Nasib Ullah and Rohit Babbar
NovAScore: A New Automated Metric for Evaluating Document Level Novelty Lin Ai, Ziwei Gong, Harshsaiprasad Deshpande, Alexander Johnson, Emmy Phung, Ahmad Emami and Julia Hirschberg
Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Benjamin Icard, Evangelia Zve, Lila Sainero, Alice Breton, François Maine and Jean-Gabriel Ganascia
Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding Tadesse Destaw Belay, Israel Abebe Azime, Abinew Ali Ayele, Grigori Sidorov, Dietrich Klakow, Philip Slusallek, Olga Kolesnikova and Seid Muhie Yimam
Assessing the Human Likeness of AI-Generated Counterspeech Xiaoying Song, Sujana Mamidisetty, Eduardo Blanco and Lingzi Hong
Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing Ruiheng Liu, Jinyu Zhang, Yanqi Song, Yu Zhang and Bailong Yang
Improving Multilingual Sign Language Translation with Automatically Clustered Language Family Information Ruiquan Zhang, Cong Hu, Pei Yu and Yidong Chen
Is Peer-Reviewing Worth the Effort? Kenneth Ward Church, Raman Chandrasekar, John E. Ortega and Ibrahim Said Ahmad
OptiPrune: Effective Pruning Approach for Every Target Sparsity Khang Nguyen Le, Dai Nakashima, Ryo Sato, Takeshi Suzuki and Minh Le Nguyen
ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary Yutong Li, Lu Chen, Aiwei Liu, Kai Yu and Lijie Wen
Paraphrase Makes Perfect: Leveraging Expression Paraphrase to Improve Implicit Sentiment Learning Xia Li, Junlang Wang, Yongqiang Zheng, Yuan Chen and Yangjia Zheng
Different, yet Similar: Multilingual Data Sharing Improves Semantic Disambiguation of Adpositions, despite Distributional Differences Wesley Scivetti, Lauren Levine and Nathan Schneider
Empirical Study of Zero-shot Keyphrase Extraction with Large Language Models Byungha Kang and Youhyun Shin
Investigating the Impact of Incremental Processing and Voice Activity Projection on Spoken Dialogue Systems Yuya Chiba and Ryuichiro Higashinaka
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation Ruiyang Ren, Yuhao Wang, Yingqi Qu, Wayne Xin Zhao, Jing Liu, Hua Wu, Ji-Rong Wen and Haifeng Wang
Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels Chaoqun Liu, Qin Chao, Wenxuan Zhang, Xiaobao Wu, Boyang Li, Anh Tuan Luu and Lidong Bing
Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models Anmol Reddy Mekala, Vineeth Dorna, Shreya Dubey, Abhishek Lalwani, David Koleczek, Mukund Rungta, Sadid A. Hasan and Elita A.A Lobo
Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models Mingyang Song, Mao Zheng and Xuan Luo
Personalized Large Language Model Assistant with Evolving Conditional Memory Ruifeng Yuan, Shichao Sun, Yongqi Li, zili Wang, Ziqiang Cao and Wenjie Li
ReLayout: Towards Real-World Document Understanding via Layout-enhanced Pre-training Zhouqiang Jiang, Bowen Wang, Junhao Chen and Yuta Nakashima
Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema Jie Shi, Bo Xu, Jiaqing Liang, Yanghua Xiao, Jia Chen, Chenhao Xie, Peng Wang and Wei Wang
Language Models at the Syntax-Semantics Interface: A Case Study of the Long-Distance Binding of Chinese Reflexive Ziji Xiulin Yang
HyperPrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection Bo Xu, Erchen Yu, Jiahui Zhou, Hongfei LIN and Linlin Zong
GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels Hanjie Zhao, Yuchen Yan, Senbin Zhu, Hongde Liu, Yuxiang Jia, Hongying Zan and Min Peng
Automated Progressive Red Teaming Bojian Jiang, Yi Jing, Tong Wu, Tianhao Shen, Deyi Xiong and Qing Yang
Rumor Detection on Social Media with Temporal Propagation Structure Optimization Xingyu Peng, Junran Wu, Ruomei Liu and Ke Xu
Revisiting Implicitly Abusive Language Detection: Evaluating LLMs in Zero-Shot and Few-Shot Settings Julia Pardatscher, Dagmar Gromann and Michael Wiegand
Grading Massive Open Online Courses Using Large Language Models Shahriar Golchin, Nikhil Garuda, Christopher Impey and Matthew Wenger
Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks Chenxi Wang, Zongfang Liu, Dequan Yang and Xiuying Chen
Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace Jia-Chen Zhang, Yu-Jie Xiong, Chun-Ming Xia, Dong-Hai Zhu and Xi-He Qiu
StoryLLaVA: Enhancing Visual Storytelling with Multi-Modal Large Language Models Li Yang, Zhiding Xiao, Wenxin Huang and Xian Zhong
Aligning Complex Knowledge Graph Question Answering as Knowledge-Aware Constrained Code Generation Prerna Agarwal, Nishant Kumar and Srikanta Bedathur Jagannath
Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting Thilini Wijesiriwardene, Ruwan Wickramarachchi, Sreeram Reddy Vennam, Vinija Jain, Aman Chadha, Amitava Das, Ponnurangam Kumaraguru and Amit Sheth
Unified Grid Tagging Scheme for Aspect Sentiment Quad Prediction Guixin Su, Yongcheng Zhang, Tongguan Wang, Mingmin Wu and Ying Sha
Claim veracity assessment for explainable fake news detection Bassamtiano Renaufalgi Irnawan, Sheng Xu, Noriko Tomuro, Fumiyo Fukumoto and Yoshimi Suzuki
ACE-$M^3$: Automatic Capability Evaluator for Multimodal Medical Models Xiechi Zhang, Shunfan Zheng, Linlin Wang, Gerard de Melo, Zhu Cao, xiaoling Wang and Liang He
A Dual Contrastive Learning Framework for Enhanced Multimodal Conversational Emotion Recognition Yunhe XIE, Chengjie Sun, Ziyi Cao, Bingquan Liu, zhenzhou Ji, Yuanchao Liu and Lili Shan
Can LLM Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization Yiran Wang, Ben He, Xuanang Chen and Le Sun
C3LRSO: A Chinese Corpus for Complex Logical Reasoning in Sentence Ordering Xiaotao Guo, Jiang Li, Xiangdong Su and Fujun Zhang
KIA: Knowledge-Guided Implicit Vision-Language Alignment for Radiology Report Generation Heng Yin, Shanlin Zhou, Pandong Wang, Zirui Wu and Yongtao Hao
Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models Dahyun Kim, Sukyung Lee, Yungi Kim, Attapol Rutherford and Chanjun Park
CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation Weilong Dong, Xinwei Wu, Renren Jin, Shaoyang Xu and Deyi Xiong
Idea23D: Collaborative LMM Agents Enable 3D Model Generation from Interleaved Multimodal Inputs Junhao Chen, Xiang Li, Xiaojun Ye, Chao Li, Zhaoxin Fan and Hao Zhao
Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection Fei Wu, Hao Jin, Changhui Hu, Yimu Ji, Xiao-Yuan Jing and Guo-Ping Jiang
AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs Basel Mousi, Nadir Durrani, Fatema Ahmad, Md. Arid Hasan, Maram Hasanain, Tameem Kabbani, Fahim Dalvi, Shammur Absar Chowdhury and Firoj Alam
Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional Rotation Weihua Wang, Qiuyu Liang, Feilong Bao and Guanglai Gao
How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA Yujia Zhou, Zheng Liu and Zhicheng Dou
Is Parameter Collision Hindering Continual Learning in LLMs? Shuo Yang, Kun-Peng Ning, Yu-Yang Liu, Jia-Yu Yao, Yong-Hong Tian, Yi-Bing Song and Li Yuan
Jump To Hyperspace: Comparing Euclidean and Hyperbolic Loss Functions for Hierarchical Multi-Label Text Classification Jens Van Nooten and Walter Daelemans
Boosting Text-to-SQL through Multi-grained Error Identification Bo Xu, Shufei Li, Hongyu Jing, Ming Du, Hui Song, Hongya Wang and Yanghua Xiao
Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal Domain Antoine Louis, Gijs van Dijck and Gerasimos Spanakis
MPID: A Modality-Preserving and Interaction-Driven Fusion Network for Multimodal Sentiment Analysis Li Tianyi and Liu Daming
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models Patrick Amadeus Irawan, Genta Indra Winata, Samuel Cahyawijaya and Ayu Purwarianti
DefVerify: Do Hate Speech Models Reflect Their Dataset’s Definition? Urja Khurana, Eric Nalisnick and Antske Fokkens
Fusion meets Function: The Adaptive Selection-Generation Approach in Event Argument Extraction Guoxuan Ding, Xiaobo Guo, Xin Wang, Lei Wang, Tianshu Fu, Nan Mu and Daren Zha
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval Antoine Louis, Vageesh Kumar Saxena, Gijs van Dijck and Gerasimos Spanakis
TEXT-CAKE: Challenging Language Models on Local Text Coherence Luca Dini, Dominique Brunato, Felice Dell’Orletta and Tommaso Caselli
KVFKT: A New Horizon in Knowledge Tracing with Attention-Based Embedding and Forgetting Curve Integration Quanlong Guan, Xiuliang Duan, Kaiquan Bian, Liangda Fang, Jianbo Huang, Zhiguo Gong and Guanliang Chen
Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering Yinghao Hu, Leilei Gan, Wenyi Xiao, Kun Kuang and Fei Wu
Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning Xiaoye Qu, Jiashuo Sun, Wei Wei, Daizong Liu, Jianfeng Dong and Yu Cheng
Large Language Models are good multi-lingual learners : When LLMs meet cross-lingual prompts Teng Wang, Zhenqi He, Wing-Yin Yu, Xiaojin Fu and Xiongwei Han
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models Zihao Wei, Jingcheng Deng, Liang Pang, Hanxing Ding, Huawei Shen and Xueqi Cheng
Factual Dialogue Summarization via Learning from Large Language Models Rongxin Zhu, Jey Han Lau and Jianzhong Qi
QUENCH: Measuring the gap between Indic and Non-Indic Contextual General Reasoning in LLMs Mohammad Aflah Khan, Neemesh Yadav, Sarah Masud and Md. Shad Akhtar
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering Sacha Muller, Antonio Loison, Bilel Omrani and Gautier Viaud
Exploiting the Index Gradients for Optimization-Based Jailbreaking on Large Language Models Jiahui Li, Yongchang Hao, Haoyu Xu, Xing Wang and Yu Hong
Conditional Semantic Textual Similarity via Conditional Contrastive Learning Xinyue Liu, Zeyang Qin, Zeyu Wang, Wenxin Liang, Linlin Zong and Bo Xu
A Survey of Code-switched Arabic NLP: Progress, Challenges, and Future Directions Injy Hamed, Caroline Sabty, Slim Abdennadher, Ngoc Thang Vu, Thamar Solorio and Nizar Habash
Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness Yi Zhan, Yang Sun, Han Weng, Longjie Cui, Guifeng Wang, Yu Tian, Boyi Liu, Yingxiang Yang, Xiaoming Yin and Jiajun Xie
Modal Feature Optimization Network with Prompt for Multimodal Sentiment Analysis xiangmin zhang, Wei Wei and Shihao Zou
Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies Recep Firat Cekinel, Pinar Karagoz and Çağrı Çöltekin
Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention Daoqi Chen, Yaxin Li, Zizhong Zhu, Xiaowang Zhang and Zhiyong Feng
SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent Jing Ye, Lu Xiang, Yaping Zhang and Chengqing Zong
Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy Min Zeng, Caiquan Liu, Xiaoxin Chen, Shiqi Zhang, Li Xie and Chen Sang
What’s the most important value? INVP: INvestigating the Value Priorities of LLMs through Decision-making in Social Scenarios Xuelin Liu, pengyuan liu and Dong Yu
BasqBBQ: A QA Benchmark for Assessing Social Biases in LLMs for Basque, a Low-Resource Language Xabier Saralegi and Muitze Zulaika
Why should only High-Resource-Languages have all the fun? Pivot Based Evaluation in Low Resource Setting Ananya Mukherjee, Saumitra Yadav and Manish Shrivastava
The Growing Importance of Dialectics at the Cost of Logic in Argumentation Theory and Its Relevance for Computational Argumentation Rositsa V Ivanova and Reto Gubelmann
Task-Oriented Dialog Systems for the Senegalese Wolof Language Derguene Mbaye and Moussa Diallo
Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment Jianfei Zhang, Jun Bai, Bei Li, Yanmeng Wang, Rumei Li, Chenghua Lin and Wenge Rong
A Survey of Generative Information Extraction Zikang Zhang, Wangjie You, Tianci Wu, Xinrui Wang, Juntao Li and Min Zhang
Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System Ruoyu Liu, Kui Xue, Xiaofan Zhang and Shaoting Zhang
Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models Junmin Chen, Haoran Lian, Wei Huang, Yizhe Xiong, Wenping Hu, Guiguang Ding, Hui Chen, Jianwei Niu, Zijia Lin, Fuzheng Zhang and Di Zhang
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding Zhenglin Wang, Jialong Wu, Yilong Lai, Congzhi Zhang and Deyu Zhou
Evaluating Generalization Capability of Language Models across Abductive, Deductive and Inductive Logical Reasoning Yu Sheng, Wanting Wen, Linjing Li and Daniel Zeng
Measuring the Robustness of Reference-Free Dialogue Evaluation Systems Justin Vasselli, Adam Nohejl and Taro Watanabe
SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis Senbin Zhu, Hongde Liu, Hanjie Zhao, Yuchen Yan, Pengcheng Dong, Yuxiang Jia, Hongying Zan and Min Peng
Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data Mads Skipanes, Tollef Emil JÃ,rgensen, Kyle Porter, Gianluca Demartini and Sule Yildirim Yayilgan
Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase Extraction Erwin Daniel Lopez Zapata, Cheng Tang and Atsushi Shimada
Evaluating Open-Source ASR Systems: Performance Across Diverse Audio Conditions and Error Correction Methods Saki Imai, Tahiya Chowdhury and Amanda J. Stent
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning Yanfang Zhang, Yiliu Sun, Yibing Zhan, Dapeng Tao, Dacheng Tao and Chen Gong
Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle Challenges Vinay Samuel, Yue Zhou and Henry Peng Zou
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits Bohan Li, Jiannan Guan, Longxu Dou, Yunlong Feng, Dingzirui Wang, Yang Xu, Enbo Wang, Qiguang Chen, Bichen Wang, Xiao Xu, Yimeng Zhang, Libo Qin, Yanyan Zhao, Qingfu Zhu and Wanxiang Che
TMATH A Dataset for Evaluating Large Language Models in Generating Educational Hints for Math Word Problems Changyong Qi, Yuang Wei, Haoxin Xu, Longwei Zheng, PEIJI CHEN and Xiaoqing Gu
Refer to the Reference: Reference-focused Synthetic Automatic Post-Editing Data Generation Sourabh Dattatray Deoghare, Diptesh Kanojia and Pushpak Bhattacharyya
EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models Zeliang Tong, Zhuojun Ding and Wei Wei
MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation Bo Li, Shaolin Zhu and Lijie Wen
Synthetic Paths to Integral Truth: Mitigating Hallucinations Caused by Confirmation Bias with Synthetic Data Changwon Ok, Eunkyeong Lee and Dongsuk Oh
WIKIGENBENCH:Exploring Full-length Wikipedia Generation under Real-World Scenario Jiebin Zhang, Eugene J. Yu, Qinyu Chen, Dawei Zhu, Chenhao Xiong, Han Qian, Mingbo Song, Weimin Xiong, Xiaoguang Li, Qun Liu and Sujian Li
LLMs meet Bloom’s Taxonomy: A Cognitive View on Large Language Model Evaluations Thomas Huber and Christina Niklaus
Exploring Fine-Grained Human Motion Video Captioning Bingchan Zhao, Xinyi Liu, Zhuocheng Yu, Tongchen Yang, Yifan Song, Mingyu Jin, Sujian Li and Yizhou Wang
DiffStyleTTS: Diffusion-based Hierarchical Prosody Modeling for Text-to-Speech with Diverse and Controllable Styles Jiaxuan Liu, Zhaoci Liu, Yajun Hu, Yingying Gao, Shilei Zhang and Zhenhua Ling
OpenForecast: A Large-Scale Open-Ended Event Forecasting Dataset Zhen Wang, Xi Zhou, Yating Yang, Bo Ma, Azmat Anwar, Lei Wang and Rui Dong
A Relevance-Based Reinforcement Learning Model for Computerized Adaptive Testing Xinyi Qiu and Zhiyun Chen
TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLM Huiying Cao, Yiqun Zhang, Shi Feng, Xiaocui Yang, Daling Wang and Yifei Zhang
Annotating the French Wiktionary with supersenses for large scale lexical analysis: a use case to assess form-meaning relationships within the nominal lexicon Nicolas Angleraud, Lucie Barque and Marie Candito
When Evolution Strategy Meets Language Models Tuning Bo Huang, Yuxin Jiang, Mingyang Chen, Yi Wang, Hongyang Chen and Wei Wang
Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis weitao ma, Xiaocheng Feng, weihong zhong, Lei Huang, yangfan ye, Xiachong Feng and bing qin
Knowledge Graph Pooling and Unpooling for Concept Abstraction Juan Li, Wen Zhang, Zhiqiang Liu, Mingchen Tu, Mingyang Chen, Ningyu Zhang and Shijian Li
Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation Jia Gu, Liang Pang, Huawei Shen and Xueqi Cheng
Pseudo-label Data Construction Method and Syntax-enhanced Model for Chinese Semantic Error Recognition Hongyan Wu, Nankai Lin, Shengyi JIANG, Lianxi Wang and Aimin Yang
An Active Learning Framework for Inclusive Generation by Large Language Models Sabit Hassan, Anthony B. Sicilia and Malihe Alikhani
Spoken Implicit Discourse Relations Identification Ahmed Ruby, Christian Hardmeier and Sara Stymne
Robust and Semantic-Faithful Post-Hoc Watermarking of Text Generated by Black-Box Language Models Jifei Hao, Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan and Xiaoye Ouyang
RA-MTR: A Retrieval Augmented Multi-Task Reader based approach for Inspirational Quote extraction from long documents Sayantan Adak and Animesh Mukherjee
VeritasQA: A Truthfulness Benchmark Aimed at Multilingual Transferability Javier Aula-Blasco, Júlia Falcão, Susana Sotelo, Silvia Paniagua, Aitor Gonzalez-Agirre and Marta Villegas
ECC: Synergizing Emotion, Cause and Commonsense for Empathetic Dialogue Generation Xu Wang, Bo Wang, Yihong Tang, Dongming Zhao, jing liu, Ruifang He and Yuexian Hou
GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering Qianlong Li, Chen Huang, Shuai Li, Yuanxin Xiang, Deng Xiong and Wenqiang Lei
Montague semantics and modifier consistency measurement in neural language models Danilo Silva de Carvalho, Edoardo Manino, Julia Rozanova, Lucas Cordeiro and André Freitas
LoRA-drop: Efficient LoRA Parameter Pruning based on Output Evaluation Hongyun Zhou, Xiangyu Lu, Wang Xu, Conghui Zhu, Tiejun Zhao and Muyun Yang
Leveraging Language-based Representations for Better Solving Symbol-related Problems with Large Language Models Yile Wang, Sijie Cheng, Zixin Sun, Peng Li and Yang Liu
Towards Cross-Lingual Audio Abuse Detection in Low-Resource Setting with Few-Shot Learning Aditya Narayan Sankaran, Reza Farahbakhsh and Noel Crespi
MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators Qingyu Lu, Liang Ding, Kanjian Zhang, Jinxia Zhang and Dacheng Tao
MOPO: Multi-Objective Prompt Optimization for Affective Text Generation Yarik Menchaca Resendiz and Roman Klinger
PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent Jiateng Liu, Lin Ai, Zizhou Liu, Payam Karisani, zheng hui, Yi Fung, Preslav Nakov, Julia Hirschberg and Heng Ji
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language Muhammad Asif Ali, Nawal Daftardar, Mutayyba Waheed, Jianbin Qin and Di Wang
A Novel Negative Sample Generation Method for Contrastive Learning in Hierarchical Text Classification Juncheng Zhou, Lijuan Zhang, Yachen He, Rongli Fan, Lei Zhang and Jian Wan
Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs Taiqiang Wu, Zhe Zhao, Jiahao Wang, Xingyu Bai, Lei Wang, Ngai Wong and Yujiu Yang
A Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language Models Ahatsham Hayat and Mohammad R. Hasan
Using Game Play to Investigate Multimodal and Conversational Grounding in Large Multimodal Models Sherzod Hakimov, Yerkezhan Abdullayeva, Kushal Koshti, Antonia Schmidt, Yan Weiser, Anne Beyer and David Schlangen
PADO: Personality-induced multi-Agents for Detecting OCEAN in human-generated texts Haein Yeo, Taehyeong Noh, Seungwan Jin and Kyungsik Han
Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models Taiqiang Wu, Chaofan Tao, Jiahao Wang, Runming Yang, Zhe Zhao and Ngai Wong
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation Zijie Zhong, Hanwen Liu, Xiaoya Cui, Xiaofan Zhang and Zengchang Qin
Multilingual Knowledge Editing with Language-Agnostic Factual Neurons Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu and Jie Zhou
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL xuanliang zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu and Wanxiang Che
KenGen-2022: A Dataset of Citizen Reports on the 2022 Kenyan Election Roberto Mondini, Neema Kotonya, Robert L Logan IV, Elizabeth M. Olson, Angela Oduor Lungati, Daniel Odongo, Tim Ombasa, Hemank Lamba, Aoife Cahill, Joel Tetreault and Alejandro Jaimes
On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Evaluation Framework Shoaib Ahmed Siddiqui, Yanzhi Chen, Juyeon Heo, Menglin Xia and Adrian Weller
Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference Grace Proebsting and Adam Poliak
LLMs May Perform MCQA by Selecting the Least Incorrect Option Haochun Wang, Sendong Zhao, Zewen Qiang, Nuwa Xi, Bing Qin and Ting Liu
ADAPTIVE IE: Harnessing Human-AI Collaboration to Adaptively Extract Information on-the-fly Ishani Mondal, Michelle Yuan, Anandhavelu N, Aparna Garimella, Francis Ferraro, Andrew Blair-Stanek, Benjamin Van Durme and Jordan Boyd-Graber
DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation Linyan Yang, Shiqiao Zhou, Jingwei Cheng, Fu Zhang, Jizheng Wan, Shuo Wang and Mark Lee
CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialogues Sebastian Steindl, Ulrich Schäfer and Bernd Ludwig
JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models Junfeng Jiang, Jiahao Huang and Akiko Aizawa
Automated Detection of Tropes In Short Texts Alessandra Flaccavento, Youri Peskine, Paolo Papotti, Riccardo Torlone and Raphael Troncy
WER We Stand: Benchmarking Urdu ASR Models Samee Arif, Aamina Jamal Khan, Mustafa Abbas, Agha Ali Raza and Awais Athar
CHIFRAUD: A Long-term Web Text Dataset for Chinese Fraud Detection Min Tang, Lixin Zou, Zhe Jin, ShuJie Cui, Shiuan Ni Liang and WeiQing Wang
CateEA: Enhancing Entity Alignment via Implicit Category Supervision Feng Guandong, Tao Ren, Jun Hu and Dan dan Wang
Egalitarian Language Representation in Language Models: It All Begins with Tokenizers Menan Velayuthan and Kengatharaiyer Sarveswaran
Designing a Persuasive Chatbot for Mitigating Psychological Insulin Resistance Sujatha Das Gollapalli and See-Kiong Ng
Empirical Study on Data Attributes Insufficiency of Evaluation Benchmarks for LLMs Chuang Liu, Renren Jin, Zheng Yao, Tianyi Li, Liang Cheng, Mark Steedman and Deyi Xiong
Evaluating Readability Metrics for German Medical Text Simplification Karen Scholz and Markus Wenzel
Hi-GEC: Hindi Grammar Error Correction in Low Resource Scenario Ujjwal Sharma and Pushpak Bhattacharyya
MuPe Life Stories Dataset: Spontaneous Speech in Brazilian Portuguese with a Case Study Evaluation on ASR Bias against Speakers Groups and Topic Modeling Sidney Evaldo Leal, Arnaldo Candido Junior, Ricardo Marcacini, Edresson Casanova, Odilon Gonçalves, Anderson Silva Soares, Rodrigo Freitas Lima, Lucas Rafael Stefanel Gris and Sandra Aluísio
Multi-Layered Evaluation Using a Fusion of Metrics and LLMs as Judges in Open-Domain Question Answering Rashin Rahnamoun and Mehrnoush Shamsfard
BERT-based Classical Arabic Poetry Authorship Attribution Lama Alqurashi
It’s What You Say and How You Say It: Investigating the Effect of Linguistic vs. Behavioral Adaptation in Task-Oriented Chatbots Lindsey Vanderlyn and Ngoc Thang Vu
LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization Yanyue Zhang, Pengfei Li, Yilong Lai, Deyu Zhou and Yulan He
Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination Eva Sánchez Salido, Roser Morante, Julio Gonzalo, Guillermo Marco, Jorge Carrillo-de-Albornoz, Laura Plaza, Enrique Amigo, Andrés Fernandez García, Alejandro Benito-Santos, Adrián Ghajari Espinosa and Victor Fresno
Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slips Yingfa Chen, Chenlong Hu, Cong Feng, Chenyang Song, Shi Yu, Xu Han, Zhiyuan Liu and Maosong Sun
DROWN: Towards Tighter LiRPA-based Robustness Certification Yunruo Zhang, Tianyu Du, Shouling Ji and Shanqing Guo
Large Language Models with Reinforcement Learning from Human Feedback Approach for Enhancing Explainable Sexism Detection Ali Riahi Samani, Tianhao Wang, Kangshuo Li and Feng Chen
Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Arthur Chen, Mohamed Reda Bouadjenek, Usman Naseem, Basem Suleiman, Shoaib Jameel, Flora Salim, Hakim Hacid and Imran Razzak
Representation Purification for End-to-End Speech Translation Chengwei Zhang, Yue Zhou, Rui Zhao, Yidong Chen and xiaodong shi
Semi-Automated Construction of Sense-Annotated Datasets for Practically Any Language Jai Riley, Bradley M. Hauer, Nafisa Sadaf Hriti, Guoqing Luo, Amir Reza Mirzaei, Ali Rafiei, Hadi Sheikhi, Mahvash Siavashpour, Mohammad Tavakoli, Ning Shi and Grzegorz Kondrak
HYDEN: Hyperbolic Density Representations for Medical Images and Reports Zhi Qiao, linbin han, Xiantong Zhen, Jiahong Gao and Zhen Qian
Towards Human Understanding of Paraphrase Types in Large Language Models Dominik Meier, Jan Philip Wahle, Terry Lima Ruas and Bela Gipp
Just Read the Codebook! Make Use of Quality Codebooks in Zero-Shot Classification of Multilabel Frame Datasets Mattes Ruckdeschel
NLP for preserving Torlak, a vulnerable low-resource Slavic language Li Tang
Analyzing the Attention Heads for Pronoun Disambiguation in Context-aware Machine Translation Models Paweł Mąka, Yusuf Can Semerci, Jan Scholtes and Gerasimos Spanakis
ModaFact: Multi-paradigm Evaluation for Joint Event Modality and Factuality Detection Marco Rovera, Serena Cristoforetti and Sara Tonelli
Why Does ChatGPT “Delve” So Much? Exploring the Sources of Lexical Overrepresentation in Large Language Models Tom S Juzek and Zina B. Ward
LOLA – An Open-Source Massively Multilingual Large Language Model Nikit Srivastava, Denis Kuchelev, Tatiana Moteu Ngoli, Kshitij Shetty, Michael Roeder, Diego Moussallem, Hamada Zahera and Axel-Cyrille Ngonga Ngomo
Cross-Lingual Sentence Compression for Length-Constrained Subtitles in Low-Resource Settings Tollef Emil JÃ,rgensen and Ole Jakob Mengshoel
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Yang Wang and Chenghua Lin
Acquired TASTE: Multimodal Stance Detection with Textual and Structural Embeddings Guy Barel, Oren Tsur and Dan Vilenchik
IRUEX: A Study on Large Language Models Problem-Solving Skills in Iran’s University Entrance Exam Hamed Khademi Khaledi and Heshaam Faili
Explanation Regularisation through the Lens of Attributions Pedro Ferreira, Ivan Titov and Wilker Aziz
Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs Guillermo Marco, Luz Rello and Julio Gonzalo
Generics are puzzling. Can language models find the missing piece? Gustavo Cilleruelo, Emily Allaway, Barry Haddow and Alexandra Birch
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models Souvik Das, Lifeng Jin, Linfeng Song, Haitao Mi, Baolin Peng and Dong Yu
Why do language models perform worse for morphologically complex languages? Catherine Arnett and Benjamin Bergen
RUAccent: Advanced System for Stress Placement in Russian with Homograph Resolution Denis Andreevich Petrov
HateBRXplain: A Benchmark Dataset with Human-Annotated Rationales for Explainable Hate Speech Detection in Brazilian Portuguese Isadora Salles, Francielle Vargas and Fabrício Benevenuto
LLM4RE: A Data-centric Feasibility Study for Relation Extraction Anushka Swarup, Tianyu Pan, Ronald Wilson, Avanti Bhandarkar and Damon Woodard
Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and Evaluation Joanne Boisson, Zara Siddique, Hsuvas Borkakoty, Dimosthenis Antypas, Luis Espinosa Anke and Jose Camacho-Collados
Enhancing Retrieval-Augmented Generation: A Study of Best Practices Siran Li, Linus Stenzel, Carsten Eickhoff and Seyed Ali Bahrainian
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings Aishik Rakshit, Smriti Singh, Shuvam Keshari, Arijit Ghosh Chowdhury, Vinija Jain and Aman Chadha
LaERC-S: Improving LLM-based Emotion Recognition in Conversation with Speaker Characteristics Yumeng Fu, Junjie Wu, Zhongjie Wang, Meishan Zhang, Lili Shan, Yulin Wu and Bingquan Liu
Analysing Zero-Shot Readability-Controlled Sentence Simplification Abdullah Barayan, Jose Camacho-Collados and Fernando Alva-Manchego
The Invalsi Benchmarks: measuring the Linguistic and Mathematical understanding of Large Language Models in Italian Giovanni Puccetti, Maria Cassese and Andrea Esuli
RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback Fu Zhang, Guoqing Chen, Jinghao Lin, Chenglong Lu and Jingwei Cheng
Improving Accessibility of SCOTUS Opinions: A Benchmark Study and a New Dataset for Generic Heading Prediction and Specific Heading Generation Malek Yaich and Nicolas Hernandez
SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts Aihua Pei, Zehua Yang, Shunan Zhu, Ruoxi Cheng and Ju Jia
GLoCIM: Global-view Long Chain Interest Modeling for news recommendation Zhen Yang, Wenhui Wang, Tao Qi, Peng Zhang, TianYun Zhang, Ru Zhang, Jianyi Liu and Yongfeng Huang
Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models Xinyu Zhou, Delong Chen, Samuel Cahyawijaya, Xufeng Duan and Zhenguang Cai
Cross Domain Classification of Education Talk Turns Achyutarama R. Ganti, Steven R. Wilson and Geoffrey Louie Wing-Yue
Automated Molecular Concept Generation and Labeling with Large Language Models Zimin Zhang, Shichang Zhang, Botao Xia, Qianli Wu, Fang Sun, Ziniu Hu and Yizhou Sun
URIEL+: Enhancing Linguistic Inclusion and Usability in a Typological and Multilingual Knowledge Base Aditya Armaan Khan, Mason Stephen Shipton, David Anugraha, Kaiyao Duan, Phuong H. Hoang, Eric Khiu, A. Seza Doğruöz and Annie Lee
A Survey on Effective Invocation Methods of Massive LLM Services Can Wang, Dianbo Sui, Bolin Zhang, Xiaoyu Liu, Jiabao Kang, Zhidong Qiao and Zhiying Tu
DP-FROST: Differentially Private Fine-tuning of Pre-trained Models with Freezing Model Parameters Daeyoung Hong, Woohwan Jung and Kyuseok Shim
Evaluating LLMs’ Capability to Identify Lexical Semantic Equivalence: Probing with the Word-in-Context Task Yoshihiko Hayashi
Close or Cloze? Assessing the Robustness of Large Language Models to Adversarial Perturbations via Word Recovery Luke Moffett and Bhuwan Dhingra
NüshuRescue: Reviving the Endangered Nüshu Language with AI Ivory Yang, Weicheng Ma and Soroush Vosoughi
TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering Saptarshi Sengupta, Connor Heaton, Shreya Ghosh, Wenpeng Yin, Suhang Wang and Preslav Nakov
Beyond Discrete Personas: Personality Modeling Through Journal Intensive Conversations Sayantan Pal, Souvik Das and Rohini K. Srihari
Exploring Language Model Generalization in Low-Resource Extractive QA Saptarshi Sengupta, Suhang Wang, Wenpeng Yin, Shreya Ghosh and Preslav Nakov
Explain-Analyze-Generate: A Sequential Multi-Agent Collaboration Method for Complex Reasoning WenYuan Gu, JiaLe Han, HaoWen Wang, Xiang Li and Bo Cheng
Towards Real-World Rumor Detection: Anomaly Detection Framework with Graph Supervised Contrastive Learning Chaoqun Cui and caiyan jia
Enhancing Rumor Detection Methods with Propagation Structure Infused Language Model Chaoqun Cui, caiyan jia, Siyuan Li and Kunkun Ma
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs Zixuan Dong, Baoyun Peng, Yufei Wang, Jia Fu, Xiaodong Wang, Xin Zhou, Yongxue Shan, Kangchen Zhu and Weiguo Chen
Language Adaptation of Large Language Models: An Empirical Study on LLaMA2 Shumin Wang, Yuexiang Xie, Bolin Ding, Jinyang Gao and Yanyong Zhang
Dialectal and Low Resource Machine Translation for Aromanian Alexandru-Iulius Jerpelea, Alina Radoi and Sergiu Nisioi
Fine-Grained Features-based Code Search for Precise Query-Code Matching Jiayuan Xie, Xinting Zhang, MengzhenWang Wang, Songwen Gong, Mengqiu Cheng, Yi Cai and Qing Li
VideoQA-TA: Temporal-Aware Multi-Modal Video Question Answering Zhixuan Wu, Bo Cheng, Jiale Han, Jiabao Ma, Shuhao Zhang, Yuli Chen and Changbo Li
Cross-lingual Social Misinformation Detector based on Hierarchical Mixture-of-Experts Adapter Haofang Fan, Xiran Hu and Geng Zhao
Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective Yue Zhou, Barbara Di Eugenio and Lu Cheng
A Text Embedding Model with Contrastive Example Mining for Point-of-Interest Geocoding Hibiki Nakatani, Hiroki Teranishi, Shohei Higashiyama, Yuya Sawada, Hiroki Ouchi and Taro Watanabe
In-context Continual Learning Assisted by an External Continual Learner Saleh Momeni, Sahisnu Mazumder, Zixuan Ke and Bing Liu
VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction Khai Phan Tran, Wen Hua and Xue Li
An efficient dialogue policy agent with model-based causal reinforcement learning Kai Xu, Zhenyu Wang, Yangyang Zhao and Bopeng Fang
Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction Zehan Li, Fu Zhang, Kailun Lyu, Jingwei Cheng and Tianyue Peng
CoMIF: Modeling of Complex Multiple Interaction Factors for Conversation Generation yuxuan chen, Wei Wei, Shixuan Fan, kaihe xu and Dangyang Chen
Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications Sangkeun Jung
RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems Yihong Tang, Bo Wang, Xu Wang, Dongming Zhao, jing liu, Ruifang He and Yuexian Hou
Enhancing Event Causality Identification with LLM Knowledge and Concept-Level Event Relations Ya Su
Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings Hiroaki Yamagiwa, Momose Oyama and Hidetoshi Shimodaira
Piecing It All Together: Verifying Multi-Hop Multimodal Claims Haoran Wang, Aman Rangapur, Xiongxiao Xu, Yueqing Liang, Haroon Gharwi, Carl Yang and Kai Shu
Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation Bhargav Shandilya and Alexis Palmer
Large Language Model-Based Event Relation Extraction with Rationales Zhilei Hu, Zixuan Li, Xiaolong Jin, Long Bai, Jiafeng Guo and Xueqi Cheng
Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations James Ford, Xingmeng Zhao, Dan Schumacher and Anthony Rios
Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study Bowen Li, Wenhan Wu, Ziwei Tang, Lin Shi, John Yang, Jinyang Li, Shunyu Yao, Chen Qian, Binyuan Hui, Qicheng Zhang, Zhiyin Yu, He Du, Ping Yang, Dahua Lin, Chao Peng and Kai Chen
Making Large Language Models into World Models with Precondition and Effect Knowledge Kaige Xie, Ian Yang, John Gunerli and Mark Riedl
DORA: Dynamic Optimization Prompt for Continuous Reflection of LLM-based Agent Kun Li, Tingzhang Zhao, Wei Zhou and Songlin Hu
Propulsion: Steering LLM with Tiny Fine-Tuning Md Kowsher, Nusrat Jahan Prottasha and Prakash Bhat
DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying Guanghui Wang, Dexi Liu, Jian-Yun Nie, Qizhi Wan, Rong Hu, Xiping Liu, Wanlong Liu and Jiaming Liu
Leveraging Large Pre-trained Multilingual Models for High-Quality Speech-to-Text Translation on Industry Scenarios Marko Avila and Josep Crego
SA-DETR:Span Aware Detection Transformer for Moment Retrieval Tianheng Xiong, Wei Wei, kaihe xu and Dangyang Chen
Aligning LLMs with Individual Preferences via Interaction Shujin Wu, Yi R. Fung, Cheng Qian, Jeonghwan Kim, Dilek Hakkani-Tur and Heng Ji
Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Jie Cao, Abhijit Suresh, Jennifer Jacobs, Charis Clevenger, Amanda Howard, Chelsea Brown, Brent Milne, Tom Fischaber, Tamara Sumner and James H. Martin
How to Leverage Digit Embeddings to Represent Numbers? Jasivan Alex Sivakumar and Nafise Sadat Moosavi
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment Yilong Lai, Jialong Wu, Congzhi Zhang, Haowen Sun and Deyu Zhou
EERPD: Leveraging Emotion and Emotion Regulation for Improving Personality Detection Zheng Li, Sujian Li, Dawei Zhu, Qilong Ma and Weimin Xiong
Linear Recency Bias During Training Improves Transformers’ Fit to Reading Times Christian Clark, Byung-Doh Oh and William Schuler
Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy Guochao Jiang, Ziqin Luo, Chengwei Hu, Zepeng Ding and Deqing Yang
Norm of Mean Contextualized Embeddings Determines their Variance Hiroaki Yamagiwa and Hidetoshi Shimodaira
Exploring the Impacts of Feature Fusion Strategy in Multi-modal Entity Alignment Chenxiao Li, Jingwei Cheng, Qiang Tong and Fu Zhang
Extrapolating to Unknown Opinions Using LLMs Kexun Zhang, Jane Dwivedi-Yu, Zhaojiang Lin, Yuning Mao, William Yang Wang, Lei Li and Yi-Chia Wang
How Likely Do LLMs with CoT Mimic Human Reasoning? Guangsheng Bao, Hongbo Zhang, Cunxiang Wang, Linyi Yang and Yue Zhang
SGMEA: Structure-Guided Multimodal Entity Alignment Jingwei Cheng, Mingxiao Guo and Fu Zhang
Incorporating Review-missing Interactions for Generative Explainable Recommendation Xi Li, Xiaohe Bo, chen ma and Xu Chen
Transformer-based Speech Model Learns Well as Infants and Encodes Abstractions through Exemplars in the Poverty of the Stimulus Environment Yi Yang, Yiming Wang and Jiahong Yuan
Hire Me or Not? Examining Language Model’s Behavior with Occupation Attributes Damin Zhang, Yi Zhang, Geetanjali Bihani and Julia Rayz
Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing Zhenqing Ling, Yuexiang Xie, Chenhe Dong and Ying Shen
GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models zike yuan, ming liu, Hui Wang and Bing Qin
Exploring Content Predictability in Turn-Taking Through Different Computer-Mediated Communications Wanqing He, Marcos Eizayaga, Lev D. Katreczko, Calen C. MacDonald, Ryun Shim, Yejoon Yoo and Susan R. Fussell
Multi-Minority-LLM:Open Foundation and Chat Multilingual Large Language Models for Minority Languages jiu sha, Mengxiao Zhu, Yuming Shang and Chong Feng
Multilingual and Explainable Text Detoxification with Parallel Corpora Daryna Dementieva, Nikolay Babakov, Amit Ronen, Abinew Ali Ayele, Naquee Rizwan, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Daniil Alekhseevich Moskovskiy, Elisei Stakovskii, Eran Kaufman, Ashraf Elnagar, Animesh Mukherjee and Alexander Panchenko
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text Ali Al Lawati, Jason Lucas and Prasenjit Mitra
Factual Knowledge Assessment For Language Models Using Distractors Hichem Ammar Khodja, Abderrahmane Ait gueni ssaid, Frederic Bechet, Quentin Brabant, Alexis Nasr and Gwénolé Lecorvé
Paraphrase Generation Evaluation Powered by an LLM:A Semantic Metric, Not a Lexical One Quentin Lemesle, Jonathan Chevelu, Philippe Martin, Damien Lolive, Arnaud Delhay and Nelly Barbot
Summarization of Opinionated Political Documents with Varied Perspectives Nicholas Deas and Kathleen McKeown
Can Large Language Models Differentiate Harmful from Argumentative Essays? Steps Toward Ethical Essay Scoring Hongjin Kim, Jeonghyun Kang and Harksoo Kim
Zero-Shot Entailment Learning for Ontology-Based Biomedical Annotation Without Explicit Mentions Rumana Ferdous Munne, Noriki Nishida, Shanshan Liu, Narumi Tokunaga, Yuki Yamagata, Kouji Kozaki and Yuji Matsumoto
Mitigating Shortcut Learning via Smart Data Augmentation based on Large Language Model Xinyi Sun, Hongye Tan, Yaxin Guo, pengpeng Qiang, Ru Li and Hu Zhang
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning Raymond Li, Yuxi Feng, Zhenan Fan, Giuseppe Carenini, Weiwei Zhang, Mohammadreza Pourreza and Yong Zhang
Improving NMT models by Retrofitting Quality Estimators into Trainable Energy Loss Gahyun Yoo and Jay Yoon Lee
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning Yifan Du, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Jinpeng Wang, Chuyuan Wang, Mingchen Cai, Ruihua Song and Ji-Rong Wen
TriFine: A Large-Scale Dataset of Vision-Audio-Subtitle for Tri-Modal Machine Translation and Benchmark with Fine-Grained Annotated Tags Boyu Guan, Yining Zhang, Yang Zhao and Chengqing Zong
Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study Mingyang Song, Mao Zheng and Xuan Luo
GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary Fatemah Yousef Almeman and Luis Espinosa Anke
Momentum Posterior Regularization for Multi-hop Dense Retrieval Zehua Xia, Yuyang Wu, Yiyun Xia and Cam Tu Nguyen
CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning Kunli Zhang, Pengcheng Wu, Yu Song, Aoze Zheng, Kejun Wu, Xiyang Huang, Chenkang Zhu, Bohan Yu, Hongying Zan and Min Peng
TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion Yuan Meng, Songlin Zhai, Yuxin Zhang, Zhongjian Hu and Guilin Qi
Inside-Outside Algorithm for Probabilistic Product-Free Lambek Categorial Grammar Jinman Zhao and Gerald Penn
Perceive the Passage of Time: A Systematic Evaluation of Large Language Model in Temporal Relativity Shuang chen and Xipeng Qiu
Hit the Sweet Spot! Span-Level Ensemble for Large Language Models Yangyifan Xu, Jianghao Chen, Junhong Wu and Jiajun Zhang
PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs Yuang Bian, Yupian Lin, Jingping Liu and Tong Ruan
MAGRET: Machine-generated Text Detection with Rewritten Texts Yifei Huang, Jiuxin Cao, Hanyu Luo, Bo Liu and Xin Guan
Structured List-Grounded Question Answering Mujeen Sung, Song Feng, James Gung, Raphael Shu, Yi Zhang and Saab Mansour
Low-Resource Language Expansion and Translation Capacity Enhancement for LLM: A Study on the Uyghur Kaiwen Lu, Yating Yang, Fengyi Yang, Rui Dong, Bo Ma, Aihetamujiang Aihemaiti, Abibilla Atawulla, Lei Wang and Xi Zhou
Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention Yanhao Li, Hongshen Chen, Heng Zhang, Zhiwei Ge, Tianhao Li, Sulong Xu and Guibo Luo
A Flash in the Pan: Better Prompting Strategies to Deploy Out-of-the-Box LLMs as Conversational Recommendation Systems Gustavo Adolpho Lucas de Carvalho, Simon Ben Igeri, Jennifer Healey, Victor Bursztyn, David Demeter and Lawrence A. Birnbaum
Rule-KBQA: Rule-Guided Reasoning for Complex Knowledge Base Question Answering with Large Language Models Zhiqiang Zhang, Liqiang Wen and Wen Zhao
Mitigating Language Confusion through Inference-time Intervention Xie Yunfan, Lixin Zou, Dan Luo, Min Tang, Chenliang Li, Xiangyang Luo and Liming Dong
Detecting deepfakes and false ads through analysis of text and social engineering techniques Alicja Martinek and Ewelina Bartuzi-Trokielewicz
EchoAtt: Attend, Copy, then Adjust\ for More Efficient Large Language Models Hossein Rajabzadeh, Aref Jafari, Benyamin Jami, Aman Sharma, Hyoukjun Kwon, Ali Ghodsi, Boxing Chen and Mehdi Rezagholizadeh
The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction Arthur Amalvy, Vincent Labatut and Richard Dufour
Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede’s Cultural Dimensions Reem Masoud, Ziquan Liu, Martin Ferianc, Philip C. Treleaven and Miguel Rodrigues Rodrigues
META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models Weicheng Li, Lixin Zou, Chenliang Li, Min Tang, Qing Yu and Wanli Li
Can Large Language Models perform Relation-based Argument Mining? Deniz Gorur, Antonio Rago and Francesca Toni
Contextual Augmentation for Entity Linking using Large Language Models Daniel Vollmers, Hamada Zahera, Diego Moussallem and Axel-Cyrille Ngonga Ngomo
CmEAA: Cross-modal Enhancement and Alignment Adapter for Radiology Report Generation Kunli Zhang, Xiyang Huang, YX L, Runzhi Li, Pengcheng Wu and Yingjie Han
Semantic Reshuffling with LLM and Heterogeneous Graph Auto-Encoder for Enhanced Rumor Detection Guoyi Li, Die Hu, Zongzhen Liu, Xiaodan Zhang and Honglei Lyu
Extracting, Detecting, and Generating Research Questions for Scientific Articles Sina Taslimi, Artemis Capari, Hosein Azarbonyad, Zi Long Zhu, Zubair Afzal, Evangelos Kanoulas and George Tsatsaronis
Confront Insider Threat: Precise Anomaly Detection in Behavior Logs Based on LLM Fine-Tuning Shuang Song, Yifei Zhang and Neng Gao
Flashback: Memory Mechanism for Enhancing Memory Efficiency and Speed in Deep Sequential Models Taiki Sekii
Engagement-driven Persona Prompting for Rewriting News Tweets Reshmi Gopalakrishna Pillai, Antske Fokkens and Wouter van Atteveldt
A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction Xinpeng Liu, Bing Xu, Muyun Yang, Hailong Cao, Conghui Zhu, Tiejun Zhao and Wenpeng Lu
Beyond Dataset Creation: Critical View of Annotation Variation and Bias Probing of a Dataset for Online Radical Content Detection Arij Riabi, Virginie Mouilleron, Menel Mahamdi, Wissam Antoun and Djamé Seddah
AraTrust: An Evaluation of Trustworthiness for LLMs in Arabic Emad A. Alghamdi, Reem Masoud, Deema Alnuhait, Afnan Y. Alomairi, Ahmed Ashraf and Mohamed Zaytoon
Comparative Study of Multilingual Idioms and Similes in Large Language Models Danial Namazifard, Paria Khoshtab, Ali Akhgary, Samin Mahdizadeh Sani, Mostafa Masoudi and Yadollah Yaghoobzadeh
FedCSR: A Federated Framework for Multi-Platform Cross-Domain Sequential Recommendation with Dual Contrastive Learning Dongyi Zheng, Hongyu Zhang, Jianyang Zhai, Lin Zhong, Lingzhi Wang, Jiyuan Feng, Xiangke Liao, Yonghong Tian, Nong Xiao and Qing Liao
Enhancing Extractive Question Answering in Multiparty Dialogues with Logical Inference Memory Network Shu Zhou, Rui Zhao, Zhengda Zhou, Haohan Yi, Xuhui Zheng and Hao Wang
Discourse Parsing in the Wild: Enhancing Discourse Parsing for Localized Structures from Social Media with LLM-Generated Data Martial Pastor, Nelleke Oostdijk, Patricia Martin-Rodilla and Javier Parapar
PARAPHRASUS: A Comprehensive Benchmark for Evaluating Paraphrase Detection Models Andrianos Michail, Simon Clematide and Juri Opitz
Dynamic-prototype Constrastive Fine-tuning for Continual Few-shot Relation Extraction with Unseen Relation Detection Si Miao Zhao, Zhen Tan, Ning Pang, Wei Dong Xiao and Xiang Zhao
Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG Integration Ramona Kühn, Jelena Mitrović and Michael Granitzer
Quantifying the Influence of Evaluation Aspects on Long-Form Response Assessment Go Kamoda, Akari Asai, Ana Brassard and Keisuke Sakaguchi
CharMoral: A Character Morality Dataset for Morally Dynamic Character Analysis in Long-Form Narratives Suyoung Bae, Gunhee Cho, Yun-Gyung Cheong and Boyang Li
Incremental Transformer: Efficient Encoder for Incremented Text Over MRC and Conversation Tasks Weisheng Li, Yuechen Wang, Jiaxin Shi, Wengang Zhou, Qi Tian and Houqiang Li
Enhancing Large Language Models for Document-Level Translation Post-Editing Using Monolingual Data Zongyao Li, Zhiqiang Rao, Hengchao Shang, Jiaxin GUO, Shaojun Li, Daimeng Wei and Hao Yang
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning Qibin Wang, Xiaolin Hu, Weikai Xu, Wei Liu, Jian Luan and Bin Wang
Learn from Failure: Causality-guided Contrastive Learning for Generalizable Implicit Hate Speech Detection Tianming Jiang
Extending LLMs to New Languages: A Case Study of LLaMA and Persian Adaptation Samin Mahdizadeh Sani, Pouya Sadeghi, Thuy-Trang Vu, Yadollah Yaghoobzadeh and Gholamreza Haffari
Inductive Link Prediction in N-ary Knowledge Graphs Jiyao Wei, Saiping Guan, Xiaolong Jin, Jiafeng Guo and Xueqi Cheng
ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty Meizhi Zhong, Xikai Liu, Chen Zhang, Yikun Lei, Yan Gao, Yao Hu, Kehai Chen and Min Zhang
Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency jaeseong lee, Wei Yang, Gopal Gupta and Shiyi Wei
From Traits to Empathy: Personality-Aware Multimodal Empathetic Response Generation jiaqiang wu, Xuandong Huang, Zhouan Zhu and Shangfei Wang
Integrating Visual Modalities with Large Language Models for Mental Health Support Zhouan Zhu, Shangfei Wang, Yuxin Wang and jiaqiang wu
Not All Languages is You Need for Cross-lingual Truthfulness Transfer Weihao Liu, Ning Wu, Wenbiao Ding, Shining Liang, Ming Gong and Dongmei Zhang
OVEL: Online Video Entity Linking Haiquan Zhao, Xuwu Wang, Shisong Chen, Zhixu Li, Xin Zheng and Yanghua Xiao
The Only Way is Ethics: A Guide to Ethical Research with Large Language Models Eddie L. Ungless, Nikolas Vitsakis, Zeerak Talat, James Garforth, Bjorn Ross, Arno Onken, Atoosa Kasirzadeh and Alexandra Birch
Chinese Automatic Readability Assessment Using Adaptive Pre-training and Linguistic Feature Fusion Xusheng Yang, Jincai Yang and Xiao Li
Multitask Mayhem: Unveiling and Mitigating the Safety Gaps in LLMs Fine-Tuning Essa Jan, Nouar Aldahoul, Moiz Ali, Faizan Ahmad, Fareed Zaffar and Yasir Zaki
Unmasking the Imposters: How Censorship and Domain Adaptation Affect the Detection of Machine-Generated Tweets Bryan E. Tuck and Rakesh Verma
Detecting Emotional Incongruity of Sarcasm by Commonsense Reasoning Ziqi Qiu, Jianxing Yu, Yufeng Zhang, Hanjiang Lai, Yanghui Rao, Qinliang Su and Jian Yin
Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning Jing Bi, Yuting Wu, Weiwei Xing and Zhenjie Wei
KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs Zelin Zhou, Simone Conia, Daniel Lee, Min Li, Shenglei Huang, Umar Farooq Minhas, Saloni Potdar, Yu Xiao and Yunyao Li
Impromptu Cybercrime Euphemism Detection Xiang Li, Yucheng Zhou, Jing Li and Fangming Liu
ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt Xinhao Song, Sufeng Duan and Gongshen Liu
ProTOD: Proactive Task-oriented Dialogue System Based on Large Language Model Wenjie Dong, Sirong Chen and Yan Yang
Towards Multilingual spoken Visual Question Answering system using Cross-Attention Amartya Roy Chowdhury, Tonmoy Rajkhowa and Sanjeev Sharma
MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer Seongtae Hong, Seungyoon Lee, Hyeonseok Moon and Heuiseok Lim
CoSTA: Code-Switched Speech Translation using Aligned Speech-Text Interleaving Bhavani Shankar P S V N, Preethi Jyothi and Pushpak Bhattacharyya
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs Somnath Kumar, Vaibhav Balloli, Mercy Ranjit, Kabir Ahuja, Sunayana Sitaram, Kalika Bali, Tanuja Ganu and Akshay Nambi
Poetry in Pixels: Prompt Tuning for Poem Image Generation via Diffusion Models Sofia Jamil, Bollampalli Areen Reddy, Raghvendra Kumar, Sriparna Saha, Joseph K. J and Koustava Goswami
Argumentation and Domain Discourse in Scholarly Articles on the Theory of International Relations Magdalena Wolska, Sassan Gholiagha, Mitja Sienknecht, Dora Kiesel, Irene Lopez Garcia, Patrick Riehmann, Matti Wiegmann, Bernd Froehlich, Katrin Girgensohn, Jürgen Neyer and Benno Stein
Semantic and Sentiment Dual-Enhanced Generative Model for Script Event Prediction Feiyang Wu, Peixin Huang, Yanli Hu, Zhen Tan and Xiang Zhao
Generation-Based and Emotion-Reflected Memory Update: Creating the KEEM Dataset for Better Long-Term Conversation Jeonghyun Kang, Hongjin Kim and Harksoo Kim
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs Mingyi Jia, Junwen Duan, Yan Song and Jianxin Wang
AIDER: a Robust and Topic-Independent Framework for Detecting AI-Generated Text jiayi gui, Baitong Cui, Xiaolian Guo, Ke Yu and Xiaofei Wu
CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information Yuxin Wang, MingHua Ma, Zekun Wang, Jingchang Chen, Shan Liping, Qing Yang, Dongliang Xu, ming liu and Bing Qin
Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models Nishanth Madhusudhan, Sathwik Tejaswi Madhusudhan, Vikas Yadav and Masoud Hashemi
Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification Ruichu Cai, Shengyin Yu, Jiahao Zhang, Wei Chen, Boyan Xu and Keli Zhang
InternLM-Law: An Open-Sourced Chinese Legal Large Language Model Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, Dawei Zhu, Xiao Wang, Jidong Ge and Vincent Ng
Let’s Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model Haoyun Xu, Runzhe Zhan, Yingpeng Ma, Derek F. Wong and Lidia S. Chao
Cross-Domain Fake News Detection based on Dual-Granularity Adversarial Training Wenjie Wei, Linhai Zhang, Yanyue Zhang and Deyu Zhou
A Mechanism for Storing Position Information Without Positional Embeddings Chunsheng Zuo, Pavel Guerzhoy and Michael Guerzhoy
RISCORE: Enhancing In-Context Riddle Solving in Language Models through Context-Reconstructed Example Augmentation Ioannis Panagiotopoulos, George Filandrianos, Maria Lymperaiou and Giorgos Stamou
Ranking Over Scoring: Towards Reliable and Robust Automated Evaluation of LLM-Generated Medical Explanatory Arguments Iker De la Iglesia, Iakes Goenaga, Johanna Ramirez-Romero, Jose Maria Villa-Gonzalez, Josu Goikoetxea and Ander Barrena
CACA: Context-Aware Cross-Attention Network for Extractive Aspect Sentiment Quad Prediction Bingfeng Chen, Haoran Xu, Yongqi Luo, Boyan Xu, Ruichu Cai and Zhifeng Hao
Improved Sparse Upcycling for Instruction Tuning Wangyi Jiang, Yaojie Lu, Hongyu Lin, Xianpei Han and Le Sun
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment Yuchun Fan, Yongyu Mu, YiLin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng and Jingbo Zhu
ME2-BERT: Are Events and Emotions what you need for Moral Value Prediction? Lorenzo Zangari, Candida M. Greco, Davide Picca and Andrea Tagarelli
SCCD: A Session-based Dataset for Chinese Cyberbullying Detection Qingpo Yang, Yakai Chen, Zihui Xu, Yu-ming Shang, Sanchuan Guo and Xi Zhang
Hands-off Image Editing: Language-guided Editing without any Task-specific Labeling, Masking or even Training Rodrigo Santos, António Branco, João Ricardo Silva and Joao Rodrigues
Beyond Film Subtitles: Is YouTube the Best Approximation of Spoken Vocabulary? Adam Nohejl, Frederikus Hudi, Eunike Andriani Kardinata, Shintaro Ozaki, Maria Angelica Riera Machin, Hongyu Sun, Justin Vasselli and Taro Watanabe
RealSafe: Quantifying Safety Risks of Language Agents in Real-World Yingning Ma
Voice synthesis in Polish and English - analyzing prediction differences in speaker verification systems Joanna Gajewska, Alicja Martinek, Michał J. Ołowski and Ewelina Bartuzi-Trokielewicz
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao, Junwen Duan, Yixi Huang and Jianxin Wang
It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language Giuseppe Gallipoli and Luca Cagliero
MuKA: Multimodal Knowledge Augmented Visual Information-Seeking Lianghao Deng, Yuchong Sun, Shizhe Chen, Ning Yang, Yunfeng Wang and Ruihua Song
MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models Jiayu Ding, Zhangkai Zheng, Benshuo Lin, Yun Xue and YIPING SONG
MedEx: Enhancing Medical Question-Answering with First-Order Logic based Reasoning and Knowledge Injection Aizan Zafar, Kshitij Mishra and Asif Ekbal
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking Dina Pisarevskaya and Arkaitz Zubiaga
Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning Yukang Lin, Bingchen Zhong, Shuoran Jiang, Joanna Siebert and Qingcai Chen
A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning Xinzhe Li
Analyzing Offensive Language Dataset Insights from Training Dynamics and Human Agreement Level DO KYUNG KIM, Hyeseon Ahn, Youngwook Kim and Yo-Sub Han
Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL Geling Liu, Yuanzhen Xie, Ruichao Zhong, Yunzhi Tan, Lingchen Zhao, Qian Wang, Bo Hu and Zang Li
Mitigating the Discrepancy Between Video and Text Temporal Sequences: A Time-Perception Enhanced Video Grounding method for LLM Xuefen Li, bo wang, Ge Shi, Chong Feng and Jiahao Teng
CE-DA: Custom Embedding and Dynamic Aggregation for Zero-Shot Relation Extraction Fu Zhang, He Liu, Zehan Li and Jingwei Cheng
NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models Han Han, Tong Zhu, xiang zhang, MengSong Wu, Xiong Hao and Wenliang Chen
A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection Simon Hachmeier and Robert Jäschke
Video-OCR Bench: A Comprehensive Benchmark for Evaluating Optical Character Recognition in Video Multimodal LLMs Yulin FEI, Yuhui Gao, Xingyuan Xian, Xiaojin Zhang, Tao Wu and Wei Chen
Disentangle to Decay: Linear Attention with Trainable Decay Factor 海博 童, Chenyang Zhang, Jiayi Lin, Bingxuan Hou, Qingqing Hong and Junli Wang
GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification Ximing Wen, Wenjuan Tan and Rosina Weber
Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection Ayoub Hammal, Benno Uthayasooriyar and Caio Corro
AIGT: AI Generative Table Based on Prompt Mingming Zhang, Zhiqing Xiao, Guoshan Lu, Sai Wu, Weiqiang Wang, Xing Fu, Can Yi and Junbo Zhao
Development of Numerical Error Detection Tasks to Analyze the Numerical Capabilities of Language Models Taku Sakamoto, Saku Sugawara and Akiko Aizawa
Searching for Structure: Investigating Emergent Communication with Large Language Models Tom Kouwenhoven, Max Peeperkorn and Tessa Verhoef
Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation Esteban Garces Arias, Meimingwei Li, Christian Heumann and Matthias Assenmacher
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems Xuyang Wu, Shuowei Li, Hsin-Tai Wu, Zhiqiang Tao and Yi Fang
CUTE: A Multilingual Dataset for Enhancing Cross-Lingual Knowledge Transfer in Low-Resource Languages Wenhao Zhuang and Yuan Sun
Planning with Multi-Constraints via Collaborative Language Agents Cong Zhang, Xin Deik Goh, Dexun Li, Hao Zhang and Yong Liu
A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation Shijie Zhou, Ruiyi Zhang, Yufan Zhou and Changyou Chen
Cross-Lingual Knowledge Projection and Knowledge Enhancement for Zero-Shot Question Answering in Low-Resource Languages Sello Ralethe and Jan Buys
FarExStance: Explainable Stance Detection for Farsi Majid Zarharan, Maryam Hashemi, Malika Behroozrazegh, Sauleh Eetemadi, Mohammad Taher Pilehvar and Jennifer Foster
Unveiling Language Competence Neurons: A Psycholinguistic Approach to Model Interpretability Xufeng Duan, Xinyu Zhou, Bei Xiao and Zhenguang Cai
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High Variance Languages Robert Litschko, Oliver Kraus, Verena Blaschke and Barbara Plank
MoKA:Parameter Efficiency Fine-Tuning via Mixture of Kronecker Product Adaption 北溟 于, 振飞 杨 and 秀双 易
AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator Zhihao Fan, Lai Wei, Jialong Tang, Wei Chen, Wang Siyuan, Zhongyu Wei and Fei Huang
Can LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context Learning Piyapath T. Spencer and Nanthipat Kongborrirak
Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized Excerpts Shrestha Mohanty, Sarah Xuan, Jacob Jobraeel, Jad Kabbara, Anurag Kumar and Deb Roy
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xuebo Liu, Lidia S. Chao and Min Zhang
Self-Evolution Knowledge Distillation for LLM-based Machine Translation yuncheng song, Liang Ding, Changtong Zan and Shujian Huang
On Weaponization-Resistant Large Language Models with Prospect Theoretic Alignment Zehua Cheng, Manying Zhang and Jiahao Sun
Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks Qintong Li, Leyang Cui, Lingpeng Kong and Wei Bi
Dynamics of Instruction Fine-Tuning for Chinese Large Language Models Chiyu Song, Zhanchao Zhou, Jianhao Yan, Yuejiao Fei, Zhenzhong Lan and Yue Zhang
BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition quanjiang guo, yihong dong, ling tian, zhao kang, yu zhang and Sijie Wang
ICLEval: Evaluating In-Context Learning Ability of Large Language Models Wentong Chen, Yankai Lin, ZhenHao Zhou, HongYun Huang, YanTao Jia, Zhao Cao and Ji-Rong Wen
VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models Haowen Hou, Peigen Zeng, Fei Ma and Fei Richard Yu
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark Zhikun Xu, Yinghui Li, Ruixue Ding, Xinyu Wang, Boli Chen, Yong Jiang, Haitao Zheng, Wenlian Lu, Pengjun Xie and Fei Huang
Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests Amogh Mannekote, Jinseok Nam, Ziming Li, Kristy Elizabeth Boyer and Bonnie J. Dorr
Consistency Rating of Semantic Transparency: an Evaluation Method for Metaphoric Competence in Idiom Understanding Tasks Hui Gao, Jing Zhang, Peng Zhang and Chang Yang
KG-FPQ: Evaluating Factuality Hallucination in LLMs with Knowledge Graph-based False Premise Questions Yanxu Zhu, jinlin xiao, Yuhang Wang and Jitao Sang
IberoBench: A Benchmark for LLM Evaluation in Iberian Languages Irene Baucells, Javier Aula-Blasco, Iria de-Dios-Flores, Silvia Paniagua Suárez, Naiara Perez, Anna Salles, Susana Sotelo Docio, Júlia Falcão, Jose Javier Saiz, ROBIERT SEPULVEDA TORRES, Jeremy Barnes, Pablo Gamallo, Aitor Gonzalez-Agirre, German Rigau and Marta Villegas
NCRE: A Benchmark for Document-level Nominal Compound Relation Extraction jincheng cao, Bobo Li, Jiang Liu and Donghong Ji
Comet: Dialog Context Fusion Mechanism for End-to-End Task-Oriented Dialog with Multi-task Learning Haipeng Sun, Junwei Bao, Youzheng Wu and Xiaodong He
Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs Yi Fang, Moxin Li, Wenjie Wang, Lin Hui and Fuli Feng
Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models Hongchuan Zeng, Senyu Han, Lu Chen and Kai Yu
Understanding Token Probability Encoding in Output Embeddings Hakaze Cho, Yoshihiro Sakai, Kenshiro Tanaka, Mariko Kato and Naoya Inoue
Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception Luyang Lin, Lingzhi Wang, Jinsong Guo and Kam-Fai Wong
MDPO: Customized Direct Preference Optimization with a Metric-based Sampler for Question and Answer Generation Yihang Wang, Bowen Tian, Yueyang Su, Yixing Fan and Jiafeng Guo
A Collaborative Reasoning Framework Powered by Reinforcement Learning and Large Language Models for Complex Questions Answering over Knowledge Graph Zhiqiang Zhang and Wen Zhao
Scalability of Bayesian Network Structure Elicitation with Large Language Models: a Novel Methodology and Comparative Analysis Nikolay Babakov, Ehud Reiter and Alberto Bugarín-Diz
A LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration Yongqi Fan, Kui Xue, Zelin Li, Xiaofan Zhang and Tong Ruan
Driving Chinese Spelling Correction from a Fine-Grained Perspective Linfeng Liu, Hongqiu Wu and Hai Zhao
LAiW: A Chinese Legal Large Language Models Benchmark Yongfu Dai, Duanyu Feng, Jimin Huang, Haochen Jia, Qianqian Xie, Yifang Zhang, Weiguang Han, Wei Tian and Hao Wang
Retrieval-Augmented Generation for Large Language Model based Few-shot Chinese Spell Checking Ming Dong, Zhiwei Cheng, Changyin Luo and Tingting He
GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi and Yusuke Miyao
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs Yu Xia, Rui Wang, Xu Liu, Mingyan Li, Tong Yu, Xiang Chen, Julian McAuley and Shuai Li
Interpreting Topic Models in Byte-Pair Encoding Space Jia Peng Lim and Hady Lauw
SUMIE: A Synthetic Benchmark for Incremental Entity Summarization Eunjeong Hwang, Yichao Zhou, Beliz Gunel, James Bradley Wendt and Sandeep Tata
Text-Attributed Graph Learning with Coupled Augmentations Chuang Zhou, Jiahe Du, Huachi Zhou, Hao Chen, Feiran Huang and Xiao Huang
From Chaotic OCR Words to Coherent Document: A Fine-to-Coarse Zoom-Out Network for Complex-Layout Document Image Translation Zhiyang Zhang, Yaping Zhang, Yupu Liang, Lu Xiang, Yang Zhao, Yu Zhou and Chengqing Zong
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Yuming Yang, Wantong Zhao, Caishuang Huang, Junjie Ye, Xiao Wang, Huiyuan Zheng, Yang Nan, Yuran Wang, Xueying Xu, Kaixin Huang, Yunke Zhang, Tao Gui, Qi Zhang and Xuanjing Huang
Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization Zhaohan Zhang, Ziquan Liu and Ioannis Patras
Re-Examine Distantly Supervised NER: A New Benchmark and a Simple Approach Yuepei Li, Kang Zhou, Qiao Qiao, Qing Wang and Qi Li
BinarySelect to Improve Accessibility of Black-Box Attack Research Shatarupa Ghosh and Jonathan Rusert
Interaction Matters: An Evaluation Framework for Interactive Dialogue Assessment on English Second Language Conversations Rena Gao, Carsten Roever and Jey Han Lau
Imposter: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models Kuldeep Kulkarni, Sumit Shekhar, Balaji Vasan Srinivasan and Dinesh Manocha
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema Junru Lu, Siyu An, Min Zhang, Yulan He, di yin and Xing Sun
Case2Code: Learning Inductive Reasoning with Synthetic Data Yunfan Shao, Linyang Li, Yichuan Ma, Peiji Li, Demin Song, Qinyuan Cheng, Shimin Li, Xiaonan Li, Pengyu Wang, Qipeng Guo, Hang Yan, Xipeng Qiu, Xuanjing Huang and Dahua Lin
Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering Mingxu Tao, Dongyan Zhao and Yansong Feng
RAIDEN Benchmark: Evaluating Role-playing Conversational Agents with Measurement-Driven Custom Dialogues Bowen Wu, kaili sun, Ziwei Bai, Ying Li and Baoxun Wang
CryptOpiQA: A new Opinion and Question Answering dataset on Cryptocurrency Sougata Sarkar, aditya badwal, Amartya Roy, Koustav Rudra and Kripabandhu Ghosh
No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement Mateusz Klimaszewski, Piotr Andruszkiewicz and Alexandra Birch
NYAYAANUMANA and INLEGALLLAMA: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis Shubham Kumar Nigam, Deepak Patnaik Balaramamahanthi, Shivam Mishra, Noel Shallum, Kripabandhu Ghosh and Arnab Bhattacharya
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media Kung-Hsiang Huang, Hou Pong Chan, Kathleen McKeown and Heng Ji
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion Ben Liu, Jihai Zhang, Fangquan Lin, Cheng Yang and Min Peng
FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation huaying yuan, ziliang zhao, Shuting Wang, shitao xiao, minheng ni, zheng liu and zhicheng dou
User Willingness-aware Sales Talk Dataset Asahi Hentona, Jun Baba, Shiki Sato and Reina Akama
Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization Ziyan Zhang, Yang Hou, Chen Gong and Zhenghua Li
CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations Jiahao Zhao, Jingwei Zhu, Minghuan Tan, Min Yang, Renhao Li, Yang Di, Chenhao Zhang, Guancheng Ye, Chengming Li, Xiping Hu and Derek F. Wong
Optimizing Multi-Task Continual Fine-Tuning in LoRA through Dataless Distribution Distillation zhenxing wang
Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models Xinyu Pang, Ruixin Hong, Zhanke Zhou, Fangrui Lv, Xinwei Yang, Zhilong Liang, Bo Han and Changshui Zhang
Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models Haodi Zhang, Junyu Yang, Jinyin Nie, Peirou Liang, Kaishun Wu, Defu Lian, Rui Mao and Yuanfeng Song
Can Model Uncertainty Function as a Proxy for Multiple-Choice Question Item Difficulty? Leonidas Zotos, Hedderik van Rijn and Malvina Nissim
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation Shuting Wang, Xin Yu, Mang Wang, Weipeng Chen, Yutao Zhu and Zhicheng Dou
LlmLink: Dual LLMs for Dynamic Entity Linking on Long Narratives with Collaborative Memorisation and Prompt Optimisation Lixing Zhu, Jun Wang and Yulan He
PERSONA: A Reproducible Testbed for Pluralistic Alignment Louis Castricato, Nathan Lile, Rafael Rafailov, Jan-Philipp Fränken and Chelsea Finn
Human Interest Framing across Cultures: A Case Study on Climate Change Gisela Vallejo, Christine de Kock, Timothy Baldwin and Lea Frermann
OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs Yuxia Wang, Minghan Wang, Hasan Iqbal, Georgi N. Georgiev, Jiahui Geng and Preslav Nakov
Evaluating Model Alignment with Human Perception: A Study on Shitsukan in LLMs and LVLMs Daiki Shiono, Ana Brassard, Yukiko Ishizuki and Jun Suzuki
A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding Abdulfattah Rashid Safa and Gözde Gül Şahin
How Well Can a Long Sequence Model Model Long Sequences? Comparing Architectural Inductive Biases on Long-Context Abilities Jerry Huang
Learning to Verify Summary Facts with Fine-Grained LLM Feedback Jihwan Oh, Jeonghwan Choi, Nicole Hee-Yoen Kim, Taewon Yun and Hwanjun Song
RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration Haoyu Huang, Tong Niu, Rui Yang and Luping Shi
CAST: Cross-modal Alignment Similarity Test for Vision Language Models Gautier Dagan, Olga Loginova and Anil Batra
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models Chengkai Huang, Yu Xia, Rui Wang, Kaige Xie, Tong Yu, Julian McAuley and Lina Yao
Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes Taichi Aida and Danushka Bollegala
Cross-lingual Text Classification Transfer: The Case of Ukrainian Daryna Dementieva, Valeriia Khylenko and Georg Groh
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval Santosh T.Y.S.S, Hassan Sarwat and Matthias Grabmair
Polysemy Interpretation and Transformer Language Models: A Case of Korean adverbial postposition -(u)lo Seongmin Mun and Gyu-Ho Shin
A Combinatorial Approach to Neural Emergent Communication Zheyuan Zhang
Acquiring Bidirectionality via Large and Small Language Models Takumi Goto, Hiroyoshi Nagao and Yuta Koreeda
Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly Peyman Hosseini, Ignacio Castro, Iacopo Ghinassi and Matthew Purver
LTRS: Improving Word Sense Disambiguation via Learning to Rank Senses Hansi Wang, Yue Wang, Qiliang Liang and Yang Liu
Are Your Keywords Like My Queries? A Corpus-Wide Evaluation of Keyword Extractors with Real Searches Martina Galletti, Giulio Prevedello, Emanuele Brugnoli, Donald Ruggiero Lo Sardo and Pietro Gravino
NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers Angel Yahir Loredo Lopez, Tyler McDonald and Ali Emami
E-Bench: Towards Evaluating the Ease-of-Use of Large Language Models Zhenyu Zhang, Bingguang Hao, Jinpeng Li, Zekai Zhang and Dongyan Zhao
Enhancing Online Grooming Detection via Backtranslation Augmentation Hamed Waezi and Hossein Fani
Exploring the Impact of Language Switching on Personality Traits in LLMs Jacopo Amidei, Jose Gregorio Ferreira De Sá, Rubén Nieto Luna and Andreas Kaltenbrunner
Discrete Subgraph Sampling for Interpretable Graph based Visual Question Answering Pascal Tilli and Ngoc Thang Vu
How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM Shaoxiong Ji and Pinzhen Chen
The Gaps between Fine Tuning and In-context Learning in Bias Evaluation and Debiasing Masahiro Kaneko, Danushka Bollegala and Timothy Baldwin
LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback Yaqi Zhang, Viktor Hangya and Alexander Fraser
Retrieval Augmented Instruction Tuning for Open NER with Large Language Models Tingyu Xie, Jian Zhang, Yan Zhang, Yuanyuan Liang, Qi Li and Hongwei Wang
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Xiaqiang Tang, Qiang Gao, Jian Li, Nan Du, Qi Li and Sihong Xie
Finetuning LLMs for Comparative Assessment Tasks Vatsal Raina, Adian Liusie and Mark Gales
HLU: Human Vs LLM Generated Text Detection Dataset for Urdu at Multiple Granularities Iqra Ali, Jesse Atuhurra, Hidetaka Kamigaito and Taro Watanabe
Knowledge Graph Unlearning with Schema Yang Xiao, Ruimeng Ye and Bo Hui
Not Every Metric is Equal: Cognitive Models for Predicting N400 and P600 Components During Reading Comprehension Lavinia Salicchi and Yu-Yin Hsu
Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction Xingjian Lin, Shengfei Lyu, Xin Wang, Qiuju Chen and Huanhuan Chen
On the Human-level Performance of Visual Question Answering on Visual7W Guanyi Chen, chenlian zhou and Xin Bai
Learning from Impairment: Leveraging Insights from Clinical Linguistics for Efficient Language Models Dominique Brunato
Exploring the Limitations of Detecting Machine-Generated Text Jad Doughman, Osama Mohammed Afzal, Hawau Olamide Toyin, Shady Shehata, Preslav Nakov and Zeerak Talat
ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain Ken Yano, Zheheng Luo, Jimin Huang, Qianqian Xie, Masaki Asada, Chenhan Yuan, Kailai Yang, Makoto Miwa, Sophia Ananiadou and Jun’ichi Tsujii
Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation Zhe Hu, Hou Pong Chan, Jing Li and Yu Yin
Slender-Mamba: Fully Quantized Mamba From Head to Toe Zhenxuan Yu, Takeshi Kojima, Yutaka Matsuo and Yusuke Iwasawa
DynRank: Improve Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification Abdelrahman Elsayed Mahmoud Abdallah, Jamshid Mozafari, Bhawna Piryani, Mohammed M.Abdelgwad and Adam Jatowt
ACL-rlg: A Dataset for Reading List Generation Julien Aubert-Béduchaud, Florian Boudin, Béatrice Daille and Richard Dufour
Extracting structure from an LLM - how to improve on surprisal-based models of Human Language Processing Daphne P. Wang, Mehrnoosh Sadrzadeh, Miloš Stanojević, Wing-Yee Chow and Richard Breheny
Towards Robust Comparisons of NLP Models: A Case Study Vicente Ivan Sanchez Carmona, Shanshan Jiang and Bin Dong
A benchmark of French ASR systems based on error severity Antoine Tholly, Jane Wottawa, Mickael Rouvier and Richard Dufour
What Makes Cryptic Crosswords Challenging for LLMs? Abdelrahman Sadallah, Daria Kotova and Ekaterina Kochmar
Improving the Efficiency of Visually Augmented Language Models Paula Ontalvilla, Gorka Azkune and Aitor Ormazabal
Unlike “Likely”, “Unlike” is Unlikely: BPE-based Segmentation hurts Morphological Derivations in LLMs Paul Lerner and François Yvon
Persona-Consistent Dialogue Generation via Pseudo Preference Tuning Junya Takayama, Masaya Ohagi, Tomoya Mizumoto and Katsumasa Yoshikawa
Benchmark Creation for Aspect-Based Sentiment Analysis in Low-Resource Odia Language and Evaluation through Fine-Tuning of Multilingual Models Lipika Dewangan, Zoyah Afsheen Sayeed and Chandresh Maurya
Continual Learning Using Only Large Language Model Prompting Jiabao Qiu, Zixuan Ke and Bing Liu
Small Language Models Like Small Vocabularies: Probing the Linguistic Abilities of Grapheme- and Phoneme-Based Baby Llamas Bastian Bunzeck, Daniel Duran, Leonie Schade and Sina Zarrieß
VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation Hyeonseok Lim, Dongjae Shin, Seohyun Song, Minjun Kim, Inho Won, Junghun Yuk, Haneol Jang and KyungTae Lim
Evaluating Pixel Language Models on Non-Standardized Languages Alberto Muñoz-Ortiz, Verena Blaschke and Barbara Plank
SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages Erik Arakelyan, Gayane Ghazaryan, Isabelle Augenstein and Pasquale Minervini
Unveiling the sensitivity to Part-Of-Speech of routers in Mixture of Experts models Elie Antoine, Frederic Bechet and Phillippe Langlais
data2lang2vec: Data Driven Typological Features Completion Hamidreza Amirzadeh, sadegh jafari, Anika Harju and Rob van der Goot
Iterative Structured Knowledge Distillation: Optimizing Language Models Through Layer-by-Layer Distillation Malthe Have Musaeus and Rob van der Goot
Argument Mining with Fine-Tuned Large Language Models Jérémie Cabessa, Hugo Hernault and Umer Mushtaq
Beyond Surprisal: A Dual Metric Framework for Lexical Skill Acquisition in LLMs Nazanin Shafiabadi and Guillaume Wisniewski
On the Effects of Fine-tuning Language Models for Text-Based Reinforcement Learning Mauricio Gruppi, Soham Dan, Keerthiram Murugesan and Subhajit Chaudhury
Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Beomseok Lee, Marco Gaido, Ioan Calapodescu, Laurent Besacier and Matteo Negri
MMD-ERE: Multi-Agent Multi-Sided Debate for Event Relation Extraction Yong Guan, Hao Peng, Lei Hou and Juanzi Li
Can We Afford The Perfect Prompt? Balancing Cost and Accuracy with the Economical Prompting Index Tyler McDonald, Anthony Colosimo, Yifeng Li and Ali Emami
From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation Ali Marashian, Enora Rice, Luke Gessler, Alexis Palmer and Katharina von der Wense
Improving Relation Extraction by Sequence-to-sequence-based Dependency Parsing Pre-training Masaki Asada and Makoto Miwa
Addressing the Training-Inference Discrepancy in Discrete Diffusion for Text Generation Masaki Asada and Makoto Miwa
Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection Jinfa Huang, Jinsheng Pan, Zhongwei Wan, Hanjia Lyu and Jiebo Luo
Cognate Detection for Historical Language Reconstruction of Proto-Sabean Languages: the Case of Ge’ez, Tigrinya, and Amharic Elleni Sisay Temesgen, Fitsum Assamnew Andargie and Hellina Hailu Nigatu
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning Yanda Chen, Chandan Singh, Xiaodong Liu, Simiao Zuo, Bin Yu, He He and Jianfeng Gao
Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs Dingjie Song, Wenjun Wang, Shunian Chen, Xidong Wang, Michael X. Guan and Benyou Wang
Automatic Evaluation of Language Generation Technology Based on Structure Alignment Katsuki Chousa and Tsutomu Hirao
ProsodyFlow: High-fidelity Text-to-Speech through Conditional Flow Matching and Prosody Modeling with Large Speech Language Models Haoyu Wang, Sizhe Shan, Yinlin Guo and Yuehai Wang
Cross-lingual Evaluation of Multilingual Text Generation Shamil Chollampatt, Minh Quang Pham, Sathish Reddy Indurthi and Marco Turchi
Unveiling Fake News with Adversarial Arguments Generated by Multimodal Large Language Models Xiaofan Zheng, Minnan Luo and Xinghao Wang
PERC: Plan-As-Query Example Retrieval for Low-Resource Code Generation Jaeseok Yoo, Hojae Han, Youngwon Lee, Jaejin Kim and Seung-won Hwang
Measuring Contextual Informativeness in Child-Directed Text Maria R. Valentini, Téa Y. Wright, Ali Marashian, Jennifer M. Ellis, Eliana Colunga and Katharina von der Wense
Indigenous Languages Spoken in Argentina and NLP and Speech resources: A Survey Maria Belen Ticona, Fernando Martín Carranza and Viviana Cotik
Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective Meizhi Zhong, Chen Zhang, Yikun Lei, Xikai Liu, Yan Gao, Yao Hu, Kehai Chen and Min Zhang
Should We Use a Fixed Embedding Size? Customized Dimension Sizes for Knowledge Graph Embedding Zhanpeng Guan, Zhao Zhang, Yiqing Wu, Fuwei Zhang and Yongjun Xu
LOG: A Local-to-Global Optimization Approach for Retrieval-based Multi-Hop Question Answering Hao Xu, Yunxiao Zhao, Jiayang Zhang, Ru Li and Zhiqiang Wang
Detecting Conversational Mental Manipulation with Intent-Aware Prompting Jiayuan Ma, Hongbin Na, Zimu Wang, Yining Hua, Yue Liu, Wei Wang and Ling Chen
AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment Umair Nawaz, Awais Muhammad, Hanan Gani, Muzammal Naseer, Fahad Khan, Salman Khan and Rao Anwer
An Efficient Retrieval-Based Method for Tabular Prediction with LLM Jie Wu and Mengshu Hou
Evaluating Image Review Ability of Vision Language Models Kazuki Hayashi, Kazuma Onishi, Toma Suzuki, Yusuke Ide, Seiji Gobara, Shigeki Saito, Yusuke Sakai, Hidetaka Kamigaito, Katsuhiko Hayashi and Taro Watanabe
How Ambiguous the Rationales are for Natural Language Reasoning?: Simply Dealing With Rationale Uncertainty Hazel H. Kim
Enhancing Nursing and Elderly Care with Large Language Models: A Framework for AI-Driven Patient Monitoring and Interaction Qiao Sun, Nanyang Ye, Qinying Gu, Jiexin Xie and Shijie Guo
Decompose-ToM: Enhancing Theory of Mind Reasoning in Large Language Models through Simulation and Task Decomposition Sneheel Sarangi, Maha Elgarf and Hanan Salam
VoxpopuliTTS: a large-scale multilingual TTS corpus for zero-shot speech generation Zhou Zhao, Wenrui Liu, Xize Cheng, Ziyue Jiang, Jionghao Bo, Xiaoda Yang, Minghui Fang, Shengpeng Ji, Jialong Zuo and Qian Yang
Evaluating Transformers for OCR Post-Correction in Early Modern Dutch Comedies and Farces Florian Debaene, Aaron Maladry, Els Lefever and Veronique Hoste
In-Context Reinforcement Learning with Retrieval-Augmented Generation for Text-to-SQL Rishit Toteja, Arindam Sarkar and Prakash Mandayam Comar
Efficient Architectures for High Resolution Vision-Language Models Miguel Carvalho and Bruno Martins
Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback Xuanyu Zhang and Qing Yang
From Facts to Insights: A Study on the Generation and Evaluation of Analytical Reports for Deciphering Earnings Calls Tomas Goldsack, Yang Wang, Chenghua Lin and Chung-Chi Chen
Leveraging LLM-Generated Schema Descriptions for Unanswerable Question Detection in Clinical Data donghee han, Seungjae Lim, Daeyoung Roh, Sangryul Kim, Sehyun Kim and Mun Yong Yi
ConsEval: Illuminating the Consistency of LLM Evaluators Noah Lee, Jiwoo Hong and James Thorne
MESAQA: A Dataset for Multi-Span Contextual and Evidence-Grounded Question Answering Jui-I Wang, Hen-Hsen Huang and Hsin-Hsi Chen
Context Filtering with Reward Modeling in Question Answering Sangryul Kim and James Thorne
Return of EM: Entity-driven Answer Set Expansion for QA Evaluation Dongryeol Lee, Minwoo Lee, Kyungmin Min, Joonsuk Park and Kyomin Jung
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings Fred Philippy, Siwen Guo, Jacques Klein and TEGAWENDE BISSYANDE
A Dataset for Expert Reviewer Recommendation with Large Language Models as Zero-shot Rankers Mladen Karan, Stephen McQuistin, Ryo Yanagida, Colin Perkins, Gareth Tyson, Ignacio Castro, Patrick G.T. Healey and Matthew Purver