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

3,414 papers · page 8 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. Listen, Watch, and Learn to Feel: Retrieval-Augmented Emotion Reasoning for Compound Emotion Generation ↗Zhuofan Wen, Zheng Lian, Shun Chen et al.3 citations
  2. LlamaPIE: Proactive In-Ear Conversation Assistants ↗Tuochao Chen, Nicholas Scott Batchelder, Alisa Liu et al.3 citations
  3. LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data ↗Cehao Yang, Xueyuan Lin, Chengjin Xu et al.3 citations
  4. LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains ↗Liyao Li, Jiaming Tian, Hao Chen et al.3 citations
  5. M-IFEval: Multilingual Instruction-Following Evaluation ↗Antoine Dussolle, Andrea Cardeña Díaz, Shota Sato et al.3 citations
  6. MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning ↗Xujia Wang, Haiyan Zhao, Shuo Wang et al.3 citations
  7. MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows ↗Xingjian Zhang, Yutong Xie, Jin Huang et al.3 citations
  8. MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency ↗Junzhe Zhang, Huixuan Zhang, Xunjian Yin et al.3 citations
  9. MEGen: Generative Backdoor into Large Language Models via Model Editing ↗Jiyang Qiu, Xinbei Ma, Zhuosheng Zhang et al.3 citations
  10. MIND: Towards Immersive Psychological Healing with Multi-Agent Inner Dialogue ↗Yujia Chen, Changsong Li, Yiming Wang et al.3 citations
  11. MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering ↗Siyue Zhang, Yuxiang Xue, Yiming Zhang et al.3 citations
  12. MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling ↗Zhaopeng Feng, Jiahan Ren, Jiayuan Su et al.3 citations
  13. ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework ↗Lisheng Huang, Yichen Liu, Jinhao Jiang et al.3 citations
  14. McBE: A Multi-task Chinese Bias Evaluation Benchmark for Large Language Models ↗Tian Lan, Xiangdong Su, Xu Liu et al.3 citations
  15. Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization ↗Yilun Qiu, Xiaoyan Zhao, Yang Zhang et al.3 citations
  16. Measuring What Matters: Evaluating Ensemble LLMs with Label Refinement in Inductive Coding ↗Angelina Parfenova, Jürgen Pfeffer3 citations
  17. Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning ↗Lin Zhang, Lijie Hu, Di Wang3 citations
  18. MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens ↗Yongqi Fan, Hongli Sun, Kui Xue et al.3 citations
  19. MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents ↗Haoran Tan, Zeyu Zhang, Chen Ma et al.3 citations
  20. Metagent-P: A Neuro-Symbolic Planning Agent with Metacognition for Open Worlds ↗Yanfang Zhou, Yuntao Liu, Xiaodong Li et al.3 citations
  21. Metaphor and Large Language Models: When Surface Features Matter More than Deep Understanding ↗Elisa Sanchez-Bayona, Rodrigo Agerri3 citations
  22. Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel ↗Yijiong Yu, Huiqiang Jiang, Xufang Luo et al.3 citations
  23. Mitigating Hallucinations in Multimodal Spatial Relations through Constraint-Aware Prompting ↗Jiarui Wu, Zhuo Liu, Hangfeng He3 citations
  24. Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent ↗Junda Wu, Yuxin Xiong, Xintong Li et al.3 citations
  25. MoVoC: Morphology-Aware Subword Construction for Ge'ez Script LanguagesHailay Kidu Teklehaymanot, Dren Fazlija, Wolfgang Nejdl3 citations · our summary
  26. MojoBench: Language Modeling and Benchmarks for Mojo ↗Nishat Raihan, Joanna C. S. Santos, Marcos Zampieri3 citations
  27. More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG ↗Shahar Levy, Nir Mazor, Lihi Shalmon et al.3 citations
  28. Multilingual Retrieval Augmented Generation for Culturally-Sensitive Tasks: A Benchmark for Cross-lingual Robustness ↗Bryan Li, Fiona Luo, Samar Haider et al.3 citations
  29. Multimodal Fusion and Coherence Modeling for Video Topic Segmentation ↗Hai Yu, Chong Deng, Qinglin Zhang et al.3 citations
  30. NOTA: Multimodal Music Notation Understanding for Visual Large Language Model ↗Mingni Tang, Jiajia Li, Lu Yang et al.3 citations
  31. NOVA: An Iterative Planning Framework for Enhancing Scientific Innovation with Large Language Models ↗Xiang Hu, Hongyu Fu, Jinge Wang et al.3 citations
  32. NativQA: Multilingual Culturally-Aligned Natural Query for LLMs ↗Md. Arid Hasan, Maram Hasanain, Fatema Ahmad et al.3 citations
  33. Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ↗Zihan Xu, Haotian Ma, Yihao Ding et al.3 citations
  34. Neuro-symbolic Training for Reasoning over Spatial Language ↗Tanawan Premsri, Parisa Kordjamshidi3 citations
  35. ODDA: An OODA-Driven Diverse Data Augmentation Framework for Low-Resource Relation Extraction ↗Yijie Zhong, Yunfan Gao, Xiaolian Zhang et al.3 citations
  36. On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation ↗Xiaonan Jing, Srinivas Billa, Danny Godbout3 citations
  37. On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation ↗Xueru Wen, Jie Lou, Xinyu Lu et al.3 citations
  38. Outlier-weighed Layerwise Sampling for LLM Fine-tuning ↗Pengxiang Li, Lu Yin, Xiaowei Gao et al.3 citations
  39. PISCO: Pretty Simple Compression for Retrieval-Augmented Generation ↗Maxime Louis, Hervé Déjean, Stéphane Clinchant3 citations
  40. Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset ↗Fakhraddin Alwajih, Samar M. Magdy, Abdellah El Mekki et al.3 citations
  41. People will agree what I think: Investigating LLM's False Consensus Effect ↗Junhyuk Choi, Yeseon Hong, Bugeun Kim3 citations
  42. Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios ↗Jiwei Tang, Jin Xu, Tingwei Lu et al.3 citations
  43. PersLLM: A Personified Training Approach for Large Language Models ↗Zheni Zeng, Jiayi Chen, Huimin Chen et al.3 citations
  44. Persona is a Double-Edged Sword: Rethinking the Impact of Role-play Prompts in Zero-shot Reasoning Tasks ↗Junseok Kim, Nakyeong Yang, Kyomin Jung3 citations
  45. Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment ↗Xiaotian Zhang, Ruizhe Chen, Yang Feng et al.3 citations
  46. PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ↗Yunxiao Shi, Wujiang Xu, Zhang Zeqi et al.3 citations
  47. Physics: Benchmarking Foundation Models on University-Level Physics Problem Solving ↗Kaiyue Feng, Yilun Zhao, Yixin Liu et al.3 citations
  48. Polish-English medical knowledge transfer: A new benchmark and results ↗Łukasz Grzybowski, Jakub Pokrywka, Michał Ciesiółka et al.3 citations
  49. PredictaBoard: Benchmarking LLM Score Predictability ↗Lorenzo Pacchiardi, Konstantinos Voudouris, Ben Slater et al.3 citations
  50. Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning ↗Xuetao Ma, Wenbin Jiang, Hua Huang3 citations
  51. ProverbEval: Exploring LLM Evaluation Challenges for Low-resource Language Understanding ↗Israel Abebe Azime, Atnafu Lambebo Tonja, Tadesse Destaw Belay et al.3 citations
  52. QA-LIGN: Aligning LLMs through Constitutionally Decomposed QA ↗Jacob Dineen, Aswin Rrv, Qin Liu et al.3 citations
  53. Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models ↗Haochen Liu, Song Wang, Chen Chen et al.3 citations
  54. R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding ↗Joonhyung Park, Peng Tang, Sagnik Das et al.3 citations
  55. RAR$^2$: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval ↗Kaishuai Xu, Wenjun Hou, Yi Cheng et al.3 citations
  56. RASD: Retrieval-Augmented Speculative Decoding ↗Guofeng Quan, Wenfeng Feng, Chuzhan Hao et al.3 citations
  57. ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search ↗Xiaozhuang Song, Shufei Zhang, Tianshu Yu3 citations
  58. Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data ↗Philipp Christmann, Gerhard Weikum3 citations
  59. Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? ↗Chengwei Qin, Wenhan Xia, Tan Wang et al.3 citations
  60. ResearchArena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents ↗Hao Kang, Chenyan Xiong3 citations
  61. Revisiting Intermediate-Layer Matching in Knowledge Distillation: Layer-Selection Strategy Doesn't Matter (Much) ↗Zony Yu, Yuqiao Wen, Lili Mou3 citations
  62. SANSKRITI: A Comprehensive Benchmark for Evaluating Language Models' Knowledge of Indian Culture ↗Arijit Maji, Raghvendra Kumar, Akash Ghosh et al.3 citations
  63. SATA: A Paradigm for LLM Jailbreak via Simple Assistive Task Linkage ↗Xiaoning Dong, Wenbo Hu, Wei Xu et al.3 citations
  64. SIKeD: Self-guided Iterative Knowledge Distillation for Mathematical Reasoning ↗Shivam Adarsh, Kumar Shridhar, Caglar Gulcehre et al.3 citations
  65. SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs ↗Yu Guo, Dong Jin, Shenghao Ye et al.3 citations
  66. STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework ↗Wenhao Liu, Zhenyi Lu, Xinyu Hu et al.3 citations
  67. SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling ↗Haoran Wang, Zhenyu Hou, Yao Wei et al.3 citations
  68. Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging ↗Hua Farn, Hsuan Su, Shachi H. Kumar et al.3 citations
  69. Sarcasm-R1: Enhancing Sarcasm Detection through Focused Reasoning ↗Qi Yang, Jingjie Zeng, Liang Yang et al.3 citations
  70. Schema Generation for Large Knowledge Graphs Using Large Language Models ↗Bohui Zhang, Yuan He, Lydia Pintscher et al.3 citations
  71. SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia ↗Chaoqun Liu, Wenxuan Zhang, Jiahao Ying et al.3 citations
  72. SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models ↗Kaushal Kumar Maurya, Kv Aditya Srivatsa, Ekaterina Kochmar3 citations
  73. Self-Correcting Code Generation Using Small Language Models ↗Jeonghun Cho, Deokhyung Kang, Hyounghun Kim et al.3 citations
  74. Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment ↗Moxin Li, Yuantao Zhang, Wenjie Wang et al.3 citations
  75. Self-Supervised Prompt Optimization ↗Jinyu Xiang, Jiayi Zhang, Zhaoyang Yu et al.3 citations
  76. Self-Training Elicits Concise Reasoning in Large Language Models ↗Tergel Munkhbat, Namgyu Ho, Seo Hyun Kim et al.3 citations
  77. Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation ↗Chenyu Wang, Weichao Zhou, Shantanu Ghosh et al.3 citations
  78. SemanticCamo: Jailbreaking Large Language Models through Semantic Camouflage ↗Jihui Yan, Xiaocui Yang, Daling Wang et al.3 citations
  79. Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions ↗Taedong Yun, Eric Yang, Mustafa Safdari et al.3 citations
  80. SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information ↗Xiangyu Zhang, Hexin Liu, Qiquan Zhang et al.3 citations
  81. Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models ↗Yingqian Cui, Pengfei He, Jingying Zeng et al.3 citations
  82. StructFlowBench: A Structured Flow Benchmark for Multi-turn Instruction Following ↗Jinnan Li, Jinzhe Li, Yue Wang et al.3 citations
  83. Structural Deep Encoding for Table Question Answering ↗Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier3 citations
  84. Sugar-Coated Poison: Benign Generation Unlocks Jailbreaking ↗Yuhang Wu, Yu-Jie Xiong, Hao Zhang et al.3 citations
  85. Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks ↗Gagan Bhatia, El Moatez Billah Nagoudi, Abdellah El Mekki et al.3 citations
  86. Synonym-unaware Fast Adversarial Training against Textual Adversarial Attacks ↗Yichen Yang, Xin Liu, Kun He3 citations
  87. Syntriever: How to Train Your Retriever with Synthetic Data from LLMs ↗Minsang Kim, Seung Jun Baek3 citations
  88. TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning ↗Xinyuan Lu, Liangming Pan, Yubo Ma et al.3 citations
  89. TR-MTEB: A Comprehensive Benchmark and Embedding Model Suite for Turkish Sentence Representations ↗Mehmet Selman Baysan, Tunga Gungor3 citations
  90. TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data ↗Wei Zou, Sen Yang, Yu Bao et al.3 citations
  91. TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ↗Yubin Ge, Salvatore Romeo, Jason Cai et al.3 citations
  92. TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data ↗Changjiang Jiang, Fengchang Yu, Haihua Chen et al.3 citations
  93. TabXEval: Why this is a Bad Table? An eXhaustive Rubric for Table Evaluation ↗Vihang Pancholi, Jainit Sushil Bafna, Tejas Anvekar et al.3 citations
  94. Task Facet Learning: A Structured Approach To Prompt Optimization ↗Gurusha Juneja, Gautam Jajoo, Hua Li et al.3 citations
  95. Text2World: Benchmarking Large Language Models for Symbolic World Model Generation ↗Mengkang Hu, Tianxing Chen, Yude Zou et al.3 citations
  96. The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs ↗Avinash Baidya, Kamalika Das, Xiang Gao3 citations
  97. The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems ↗Chanwoo Choi, Jinsoo Kim, Sukmin Cho et al.3 citations
  98. The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems ↗Hongru Song, Yu-An Liu, Ruqing Zhang et al.3 citations
  99. ThinkQE: Query Expansion via an Evolving Thinking Process ↗Yibin Lei, Tao Shen, Andrew Yates3 citations
  100. ThoughtSculpt: Reasoning with Intermediate Revision and Search ↗Yizhou Chi, Kevin Yang, Dan Klein3 citations

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