Findings of the Association for Computational Linguistics 2025: all accepted papers

3,414 papers · page 6 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions ↗Yubo Li, Yidi Miao, Xueying Ding et al.4 citations
Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability ↗Mengliang He, Jiayi Zeng, Yankai Jiang et al.4 citations
FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture ↗Minghao Hu, Junzhe Wang, Weisen Zhao et al.4 citations
From Complexity to Clarity: AI/NLP's Role in Regulatory Compliance ↗Jivitesh Jain, Nivedhitha Dhanasekaran, Mona T. Diab4 citations
From Imitation to Introspection: Probing Self-Consciousness in Language Models ↗Sirui Chen, Shu Yu, Shengjie Zhao et al.4 citations
From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language Models ↗Harsh Nishant Lalai, Aashish Anantha Ramakrishnan, Raj Sanjay Shah et al.4 citations
From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering ↗Yurun Song, Xiangqing Shen, Rui Xia4 citations
GIMMICK: Globally Inclusive Multimodal Multitask Cultural Knowledge Benchmarking ↗Florian Schneider, Carolin Holtermann, Chris Biemann et al.4 citations
GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion ↗Kangyang Luo, Yuzhuo Bai, Cheng Gao et al.4 citations
GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation ↗Runchuan Zhu, Zinco Jiang, Jiang Wu et al.4 citations
HEAL: An Empirical Study on Hallucinations in Embodied Agents Driven by Large Language Models ↗Trishna Chakraborty, Udita Ghosh, Xiaopan Zhang et al.4 citations
How Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMs ↗Guhao Feng, Kai Yang, Yuntian Gu et al.4 citations
IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ↗Kaiyu He, Mian Zhang, Shuo Yan et al.4 citations
INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling ↗Di Wu, Liting Jiang, Bohui Mao et al.4 citations
Identifying and Mitigating Social Bias Knowledge in Language Models ↗Ruizhe Chen, Yichen Li, Jianfei Yang et al.4 citations
Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models ↗Jialiang Wu, Yi Shen, Sijia Liu et al.4 citations
Investigating Context Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style ↗Yuepei Li, Kang Zhou, Qiao Qiao et al.4 citations
Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning ↗Venkatesh Mishra, Bimsara Pathiraja, Mihir Parmar et al.4 citations
Invisible Prompts, Visible Threats: Malicious Font Injection in External Resources for Large Language Models ↗Junjie Xiong, Changjia Zhu, Shuhang Lin et al.4 citations
JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse ↗Muyao Li, Zihao Wang, Kaichen He et al.4 citations
KELE: A Multi-Agent Framework for Structured Socratic Teaching with Large Language Models ↗Xian Peng, Pan Yuan, Dong Li et al.4 citations
KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering ↗Yushi Sun, Kai Sun, Yifan Ethan Xu et al.4 citations
KVPR: Efficient LLM Inference with I/O-Aware KV Cache Partial Recomputation ↗Chaoyi Jiang, Lei Gao, Hossein Entezari Zarch et al.4 citations
LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering ↗Patrick Sutanto, Joan Santoso, Esther Irawati Setiawan et al.4 citations
LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation ↗Eunsu Kim, Juyoung Suk, Seungone Kim et al.4 citations
LR\texttwosuperiorBench: Evaluating Long-chain Reflective Reasoning Capabilities of Large Language Models via Constraint Satisfaction Problems ↗Jianghao Chen, Zhenlin Wei, Zhenjiang Ren et al.4 citations
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability ↗Dong Shu, Haiyan Zhao, Jingyu Hu et al.4 citations
Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition ↗Jingwang Huang, Jiang Zhong, Qin Lei et al.4 citations
Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data ↗Juanhui Li, Sreyashi Nag, Hui Liu et al.4 citations
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content ↗Mohamed Bayan Kmainasi, Ali Ezzat Shahroor, Maram Hasanain et al.4 citations
LongAttn: Selecting Long-context Training Data via Token-level Attention ↗Longyun Wu, Dawei Zhu, Guangxiang Zhao et al.4 citations
MAiDE-up: Multilingual Deception Detection of AI-generated Hotel Reviews ↗Oana Ignat, Xiaomeng Xu, Rada Mihalcea4 citations
MERIT: Multi-Agent Collaboration for Unsupervised Time Series Representation Learning ↗Shu Zhou, Yunyang Xuan, Yuxuan Ao et al.4 citations
MMInA: Benchmarking Multihop Multimodal Internet Agents ↗Shulin Tian, Ziniu Zhang, Liangyu Chen et al.4 citations
Mixture-of-Personas Language Models for Population Simulation ↗Ngoc Bui, Hieu Trung Nguyen, Shantanu Kumar et al.4 citations
MoLA: MoE LoRA with Layer-wise Expert Allocation ↗Chongyang Gao, Kezhen Chen, Jinmeng Rao et al.4 citations
NLP-ADBench: NLP Anomaly Detection Benchmark ↗Yuangang Li, Jiaqi Li, Zhuo Xiao et al.4 citations
NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models ↗Pranshu Pandya, Vatsal Gupta, Agney S Talwarr et al.4 citations
Natural Language Reasoning in Large Language Models: Analysis and Evaluation ↗Debela Gemechu, Ramon Ruiz-Dolz, Henrike Beyer et al.4 citations
NetSafe: Exploring the Topological Safety of Multi-agent System ↗Miao Yu, Shilong Wang, Guibin Zhang et al.4 citations
OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents ↗Pengzhou Cheng, Zheng Wu, Zongru Wu et al.4 citations
OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration ↗Jusheng Zhang, Yijia Fan, Kaitong Cai et al.4 citations
On Domain-Adaptive Post-Training for Multimodal Large Language Models ↗Daixuan Cheng, Shaohan Huang, Ziyu Zhu et al.4 citations
On the Impact of Noise in Differentially Private Text Rewriting ↗Stephen Meisenbacher, Maulik Chevli, Florian Matthes4 citations
One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems ↗Zhiyuan Chang, Mingyang Li, Xiaojun Jia et al.4 citations
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph ↗Xiangwei Lv, Mengze Li, Jingyuan Chen et al.4 citations
PARSQL: Enhancing Text-to-SQL through SQL Parsing and Reasoning ↗Yaxun Dai, Haiqin Yang, Mou Hao et al.4 citations
Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ↗Shuhe Wang, Guoyin Wang, Yizhong Wang et al.4 citations
PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data ↗Juntao Tan, Liangwei Yang, Zuxin Liu et al.4 citations
Ponder & Press: Advancing Visual GUI Agent towards General Computer Control ↗Yiqin Wang, Haoji Zhang, Jingqi Tian et al.4 citations
Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs ↗Gaye Colakoglu, Gürkan Solmaz, Jonathan Fürst4 citations
Progressive LoRA for Multimodal Continual Instruction Tuning ↗Yahan Yu, Duzhen Zhang, Yong Ren et al.4 citations
PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models ↗Xueliang Zhao, Wei Wu, Jian Guan et al.4 citations
PromptKeeper: Safeguarding System Prompts for LLMs ↗Zhifeng Jiang, Zhihua Jin, Guoliang He4 citations
Prototype Tuning: A Meta-Learning Approach for Few-Shot Document-Level Relation Extraction with Large Language Models ↗Dinghao Pan, Yuanyuan Sun, Bo Xu et al.4 citations
Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model ↗Minghan Wang, Viet Thanh Pham, Farhad Moghimifar et al.4 citations
QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language ↗Qingsong Zou, Jingyu Xiao, Qing Li et al.4 citations
R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning ↗Yuan Li, Qi Luo, Xiaonan Li et al.4 citations
RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery ↗Hongchao Gu, Dexun Li, Kuicai Dong et al.4 citations
RATE-Nav: Region-Aware Termination Enhancement for Zero-shot Object Navigation with Vision-Language Models ↗Junjie Li, Nan Zhang, Xiaoyang Qu et al.4 citations
RATSD: Retrieval Augmented Truthfulness Stance Detection from Social Media Posts Toward Factual Claims ↗Zhengyuan Zhu, Zeyu Zhang, Haiqi Zhang et al.4 citations
REALM: A Dataset of Real-World LLM Use Cases ↗Jingwen Cheng, Kshitish Ghate, Wenyue Hua et al.4 citations
Ranked Voting based Self-Consistency of Large Language Models ↗Weiqin Wang, Yile Wang, Hui Huang4 citations
ReGraphRAG: Reorganizing Fragmented Knowledge Graphs for Multi-Perspective Retrieval-Augmented Generation ↗Soohyeong Kim, Seok Jun Hwang, JungHyoun Kim et al.4 citations
Rethinking Data Selection at Scale: Random Selection is Almost All You Need ↗Tingyu Xia, Bowen Yu, Kai Dang et al.4 citations
Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot ↗Xiang Cheng, Chengyan Pan, Minjun Zhao et al.4 citations
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs ↗Zhongzhan Huang, Guoming Ling, Yupei Lin et al.4 citations
S*: Test Time Scaling for Code Generation ↗Dacheng Li, Shiyi Cao, Chengkun Cao et al.4 citations
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ↗Xuanliang Zhang, Dingzirui Wang, Baoxin Wang et al.4 citations
STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection ↗Zewen Bai, Liang Yang, Shengdi Yin et al.4 citations
SafeInt: Shielding Large Language Models from Jailbreak Attacks via Safety-Aware Representation Intervention ↗Jiaqi Wu, Chen Chen, Chunyan Hou et al.4 citations
SafeLawBench: Towards Safe Alignment of Large Language Models ↗Chuxue Cao, Han Zhu, Jiaming Ji et al.4 citations
Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check ↗Nicholas Lourie, Michael Y. Hu, Kyunghyun Cho4 citations
Semi-supervised Fine-tuning for Large Language Models ↗Junyu Luo, Xiao Luo, Xiusi Chen et al.4 citations
Sensitivity-LoRA : Low-Load Sensitivity-Based Fine-Tuning for Large Language Models ↗Hao Zhang, Bo Huang, Zhenjia Li et al.4 citations
Slamming: Training a Speech Language Model on One GPU in a Day ↗Gallil Maimon, Avishai Elmakies, Yossi Adi4 citations
StandUp4AI: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos ↗Valentin Barriere, Nahuel Gomez, Léo Hemamou et al.4 citations
Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation ↗SungHwan Kim, Kwangwook Seo, Tongyoung Kim et al.4 citations
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG ↗Kushagra Bhushan, Yatin Nandwani, Dinesh Khandelwal et al.4 citations
TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data ↗Jipeng Zhang, Yaxuan Qin, Renjie Pi et al.4 citations
TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis ↗Yu Zhang, Wenxiang Guo, Changhao Pan et al.4 citations
Teaching Sarcasm: Few-Shot Multimodal Sarcasm Detection via Distillation to a Parameter-Efficient Student ↗Soumyadeep Jana, Ranbir Singh Sanasam4 citations
Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking ↗Xiaoxue Cheng, Junyi Li, Wayne Xin Zhao et al.4 citations
Time Travel: A Comprehensive Benchmark to Evaluate LMMs on Historical and Cultural Artifacts ↗Sara Ghaboura, Ketan Pravin More, Ritesh Thawkar et al.4 citations
Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action ↗Tongyoung Kim, Jeongeun Lee, SooJin Yoon et al.4 citations
UCS-SQL: Uniting Content and Structure for Enhanced Semantic Bridging In Text-to-SQL ↗Zhenhe Wu, Zhongqiu Li, Jie Zhang et al.4 citations
UNLEARN Efficient Removal of Knowledge in Large Language Models ↗Tyler Lizzo, Larry Heck4 citations
Understanding the Repeat Curse in Large Language Models from a Feature Perspective ↗Junchi Yao, Shu Yang, Jianhua Xu et al.4 citations
Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation ↗Shuai Zhao, Xiaobao Wu, Cong-Duy T Nguyen et al.4 citations
Unlocking the Planning Capabilities of Large Language Models with Maximum Diversity Fine-tuning ↗Wenjun Li, Changyu Chen, Pradeep Varakantham4 citations
Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward ↗Zhiyuan Fan, Yumeng Wang, Sandeep Polisetty et al.4 citations
Wait, We Don't Need to “Wait”! Removing Thinking Tokens Improves Reasoning Efficiency ↗Chenlong Wang, Yuanning Feng, Dongping Chen et al.4 citations
X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System ↗Peng Wang, Ruihan Tao, Qiguang Chen et al.4 citations
XFinBench: Benchmarking LLMs in Complex Financial Problem Solving and Reasoning ↗Zhihan Zhang, Yixin Cao, Lizi Liao4 citations
iMOVE : Instance-Motion-Aware Video Understanding ↗Jiaze Li, Yaya Shi, Zongyang Ma et al.4 citations
$GA-S^3$: Comprehensive Social Network Simulation with Group Agents ↗Yunyao Zhang, Zikai Song, Hang Zhou et al.3 citations
A Comprehensive Survey of Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future Directions ↗Zhiqiang Shi, Ruchit Agrawal3 citations
A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation ↗Xuanyu Su, Yansong Li, Diana Inkpen et al.3 citations
A Fully Automated Pipeline for Conversational Discourse Annotation: Tree Scheme Generation and Labeling with Large Language Models ↗Kseniia Petukhova, Ekaterina Kochmar3 citations
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval ↗Abdelrahman Abdallah, Jamshid Mozafari, Bhawna Piryani et al.3 citations

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📰 Findings of the Association for Computational Linguistics 2025: all accepted papers

Findings of the Association for Computational Linguistics 2025: all accepted papers