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

3,414 papers · page 9 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering ↗Qianyi Hu, Xinhui Tu, Cong Guo et al.3 citations
  2. TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking ↗Shahriar Kabir Nahin, Rabindra Nath Nandi, Sagor Sarker et al.3 citations
  3. Toward Global AI Inclusivity: A Large-Scale Multilingual Terminology Dataset (GIST) ↗Jiarui Liu, Iman Ouzzani, Wenkai Li et al.3 citations
  4. Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models ↗Zaifu Zhan, Rui Zhang3 citations
  5. Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks ↗Samuele Poppi, Zheng Xin Yong, Yifei He et al.3 citations
  6. Towards Zero-Shot Multimodal Machine Translation ↗Matthieu Futeral, Cordelia Schmid, Benoît Sagot et al.3 citations
  7. Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors ↗Jian Wang, Yinpei Dai, Yichi Zhang et al.3 citations
  8. Transformer-based Causal Language Models Perform Clustering ↗Xinbo Wu, Lav R. Varshney3 citations
  9. Translate With Care: Addressing Gender Bias, Neutrality, and Reasoning in Large Language Model Translations ↗Pardis Sadat Zahraei, Ali Emami3 citations
  10. Tree-of-Code: A Self-Growing Tree Framework for End-to-End Code Generation and Execution in Complex Tasks ↗Ziyi Ni, Yifan Li, Ning Yang et al.3 citations
  11. TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ↗Wenyu Tao, Xiaofen Xing, Yirong Chen et al.3 citations
  12. TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities ↗Jiajun Chen, Yangyang Wu, Xiaoye Miao et al.3 citations
  13. TripTailor: A Real-World Benchmark for Personalized Travel Planning ↗Kaimin Wang, Yuanzhe Shen, Changze Lv et al.3 citations
  14. Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents ↗Prafulla Kumar Choubey, Xiangyu Peng, Shilpa Bhagavath et al.3 citations
  15. UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models ↗Ruoli Gan, Duanyu Feng, Chen Zhang et al.3 citations
  16. Understanding Reference Policies in Direct Preference Optimization ↗Yixin Liu, Pengfei Liu, Arman Cohan3 citations
  17. Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context ↗Sangwon Yu, Ik-hwan Kim, Jongyoon Song et al.3 citations
  18. UnrealLLM: Towards Highly Controllable and Interactable 3D Scene Generation by LLM-powered Procedural Content Generation ↗Song Tang, Kaiyong Zhao, Lei Wang et al.3 citations
  19. VP-MEL: Visual Prompts Guided Multimodal Entity Linking ↗Hongze Mi, Jinyuan Li, Xuying Zhang et al.3 citations
  20. Versatile Framework for Song Generation with Prompt-based Control ↗Yu Zhang, Wenxiang Guo, Changhao Pan et al.3 citations
  21. VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation ↗Yuansheng Ni, Ping Nie, Kai Zou et al.3 citations
  22. Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety ↗Yiwei Wang, Muhao Chen, Nanyun Peng et al.3 citations
  23. WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-Code ↗Zhiyu Lin, Zhengda Zhou, Zhiyuan Zhao et al.3 citations
  24. What Language Do Non-English-Centric Large Language Models Think in? ↗Chengzhi Zhong, Qianying Liu, Fei Cheng et al.3 citations
  25. When Large Language Models Meet Speech: A Survey on Integration Approaches ↗Zhengdong Yang, Shuichiro Shimizu, Yahan Yu et al.3 citations
  26. Zero-Shot Conversational Stance Detection: Dataset and Approaches ↗Yuzhe Ding, Kang He, Bobo Li et al.3 citations
  27. “All that Glitters”: Techniques for Evaluations with Unreliable Model and Human Annotations ↗Michael Hardy3 citations
  28. “Women do not have heart attacks!” Gender Biases in Automatically Generated Clinical Cases in French ↗Fanny Ducel, Nicolas Hiebel, Olivier Ferret et al.3 citations
  29. $T^2DR$: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning ↗Han Lin, Xiu Tang, Huan Li et al.2 citations
  30. 3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation ↗Seonho Lee, Jiho Choi, Inha Kang et al.2 citations
  31. 7 Points to Tsinghua but 10 Points to 清华? Assessing Large Language Models in Agentic Multilingual National Bias ↗Qianying Liu, Katrina Qiyao Wang, Fei Cheng et al.2 citations
  32. A Cognitive Writing Perspective for Constrained Long-Form Text Generation ↗Kaiyang Wan, Honglin Mu, Rui Hao et al.2 citations
  33. A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment ↗Quanwei Tang, Sophia Yat Mei Lee, Junshuang Wu et al.2 citations
  34. A Dynamic Fusion Model for Consistent Crisis Response ↗Xiaoying Song, Anirban Saha Anik, Eduardo Blanco et al.2 citations
  35. A General Knowledge Injection Framework for ICD Coding ↗Xu Zhang, Kun Zhang, Wenxin Ma et al.2 citations
  36. A Knapsack by Any Other Name: Presentation impacts LLM performance on NP-hard problems ↗Alex Duchnowski, Ellie Pavlick, Alexander Koller2 citations
  37. A Large and Balanced Corpus for Fine-grained Arabic Readability AssessmentKhalid N. Elmadani, Nizar Habash, Hanada Taha-Thomure2 citations · our summary
  38. A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos ↗Yang Yao, Xuan Tong, Ruofan Wang et al.2 citations
  39. A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ↗Yimin Deng, Yuxia Wu, Yejing Wang et al.2 citations
  40. A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment ↗Binghui Li, Minghui Zou, Xiaowang Zhang et al.2 citations
  41. A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLIBeiduo Chen, Siyao Peng, Anna Korhonen et al.2 citations · our summary
  42. A Survey on Personalized Alignment–-The Missing Piece for Large Language Models in Real-World Applications ↗Jian Guan, Junfei Wu, Jia-Nan Li et al.2 citations
  43. A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering ↗Prerna Agarwal, Srikanta Bedathur2 citations
  44. ADO: Automatic Data Optimization for Inputs in LLM Prompts ↗Sam Lin, Wenyue Hua, Lingyao Li et al.2 citations
  45. AIGuard: A Benchmark and Lightweight Detection for E-commerce AIGC Risks ↗Wenhua Zhang, Weicheng Li, Xuanrong Rao et al.2 citations
  46. AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic ↗Nathaniel Romney Robinson, Shahd Abdelmoneim, Kelly Marchisio et al.2 citations
  47. AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models ↗Qi Liu, Jingqing Ruan, Hao Li et al.2 citations
  48. ASD-iLLM:An Intervention Large Language Model for Autistic Children based on Real Clinical Dialogue Intervention Dataset ↗Shuzhong Lai, Chenxi Li, Junhong Lai et al.2 citations
  49. ATLAS: Agent Tuning via Learning Critical Steps ↗Zhixun Chen, Ming Li, Yuxuan Huang et al.2 citations
  50. Adaptive LLM Routing under Budget Constraints ↗Pranoy Panda, Raghav Magazine, Chaitanya Devaguptapu et al.2 citations
  51. Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation ↗Ryota Miyano, Yuki Arase2 citations
  52. Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding ↗Zhanpeng Chen, Mingxiao Li, Ziyang Chen et al.2 citations
  53. Agentic-ToM: Cognition-Inspired Agentic Processing For Enhancing Theory of Mind Reasoning ↗Sneheel Sarangi, Chetan Talele, Hanan Salam2 citations
  54. An Adaptive Multi-Threshold Loss and a General Framework for Collaborating Losses in Document-Level Relation Extraction ↗Huangming Xu, Fu Zhang, Jingwei Cheng2 citations
  55. An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning ↗Andrew Bai, Chih-Kuan Yeh, Cho-Jui Hsieh et al.2 citations
  56. AnCast++: Document-Level Evaluation of Graph-based Meaning Representations ↗Haibo Sun, Jayeol Chun, Nianwen Xue2 citations
  57. Analysis of LLM as a grammatical feature tagger for African American English ↗Rahul Porwal, Alice Rozet, Jotsna Gowda et al.2 citations
  58. AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning ↗Tianshi Ming, Xian Wu, Yingying Zhang et al.2 citations
  59. Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning ↗Shota Takashiro, Takeshi Kojima, Andrew Gambardella et al.2 citations
  60. Are LLMs Rational Investors? A Study on the Financial Bias in LLMs ↗Yuhang Zhou, Yuchen Ni, Zhiheng Xi et al.2 citations
  61. ArgInstruct: Specialized Instruction Fine-Tuning for Computational Argumentation ↗Maja Stahl, Timon Ziegenbein, Joonsuk Park et al.2 citations
  62. AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science ↗An Luo, Xun Xian, Jin Du et al.2 citations
  63. Atoxia: Red-teaming Large Language Models with Target Toxic Answers ↗Yuhao Du, Zhuo Li, Pengyu Cheng et al.2 citations
  64. Attention Consistency for LLMs Explanation ↗Tian Lan, Jinyuan Xu, Xue He et al.2 citations
  65. Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation ↗Guangzeng Han, Weisi Liu, Xiaolei Huang2 citations
  66. Automated Fine-Grained Mixture-of-Experts Quantization ↗Zhanhao Xie, Yuexiao Ma, Xiawu Zheng et al.2 citations
  67. BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English ↗Dipankar Srirag, Aditya Joshi, Jordan Painter et al.2 citations
  68. BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression ↗Yuankai Li, Jia-Chen Gu, Di Wu et al.2 citations
  69. BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance ↗Ruyi Zhang, Songlei Jian, Yusong Tan et al.2 citations
  70. BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition ↗Md. Motahar Mahtab, Faisal Ahamed Khan, Md. Ekramul Islam et al.2 citations
  71. Bayesian Optimization for Controlled Image Editing via LLMs ↗Chengkun Cai, Haoliang Liu, Xu Zhao et al.2 citations
  72. Behavioral Analysis of Information Salience in Large Language Models ↗Jan Trienes, Jörg Schlötterer, Junyi Jessy Li et al.2 citations
  73. Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF ↗Yuyan Bu, Liangyu Huo, Yi Jing et al.2 citations
  74. Beyond Self-Reports: Multi-Observer Agents for Personality Assessment in Large Language Models ↗Yin Jou Huang, Rafik Hadfi2 citations
  75. Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models ↗Sangmin Song, Juhwan Choi, JungMin Yun et al.2 citations
  76. Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction ↗Yuanbo Xie, Yingjie Zhang, Tianyun Liu et al.2 citations
  77. Beyond Verbal Cues: Emotional Contagion Graph Network for Causal Emotion Entailment ↗Fangxu Yu, Junjie Guo, Zhen Wu et al.2 citations
  78. Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models ↗Srishti Yadav, Zhi Zhang, Daniel Hershcovich et al.2 citations
  79. BiMediX2 : Bio-Medical EXpert LMM for Diverse Medical Modalities ↗Sahal Shaji Mullappilly, Mohammed Irfan Kurpath, Sara Pieri et al.2 citations
  80. Biases Propagate in Encoder-based Vision-Language Models: A Systematic Analysis From Intrinsic Measures to Zero-shot Retrieval Outcomes ↗Kshitish Ghate, Tessa Charlesworth, Mona T. Diab et al.2 citations
  81. Boosting LLM Translation Skills without General Ability Loss via Rationale Distillation ↗Junhong Wu, Yang Zhao, Yangyifan Xu et al.2 citations
  82. Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data ↗Xin-Cheng Wen, Yijun Yang, Cuiyun Gao et al.2 citations
  83. Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity ↗Dylan Zhang, Justin Wang, Tianran Sun2 citations
  84. Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences? ↗Yingjin Song, Yupei Du, Denis Paperno et al.2 citations
  85. CAMEL-Bench: A Comprehensive Arabic LMM Benchmark ↗Sara Ghaboura, Ahmed Heakl, Omkar Thawakar et al.2 citations
  86. CLEAR: A Clinically Grounded Tabular Framework for Radiology Report Evaluation ↗Yuyang Jiang, Chacha Chen, Shengyuan Wang et al.2 citations
  87. CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis ↗Xinzhe Xu, Liang Zhao, Hongshen Xu et al.2 citations
  88. CROSSAGENTIE: Cross-Type and Cross-Task Multi-Agent LLM Collaboration for Zero-Shot Information Extraction ↗Meng Lu, Yuzhang Xie, Zhenyu Bi et al.2 citations
  89. CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ↗Fuying Wang, Feng Wu, Yihan Tang et al.2 citations
  90. C\texttwosuperiorRBench: A Chinese Complex Reasoning Benchmark for Large Language Models ↗Junru Wu, Tianhao Shen, Linxi Su et al.2 citations
  91. CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation ↗Emilio Villa-Cueva, Sholpan Bolatzhanova, Diana Turmakhan et al.2 citations
  92. Cache Saver: A Modular Framework for Efficient, Affordable, and Reproducible LLM Inference ↗Nearchos Potamitis, Lars Henning Klein, Bardia Mohammadi et al.2 citations
  93. Can I Introduce My Boyfriend to My Grandmother? Evaluating Large Language Models Capabilities on Iranian Social Norm Classification ↗Hamidreza Saffari, Mohammadamin Shafiei, Donya Rooein et al.2 citations
  94. Can LLMs Learn Macroeconomic Narratives from Social Media? ↗Almog Gueta, Amir Feder, Zorik Gekhman et al.2 citations
  95. Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models ↗Manveer Singh Tamber, Jasper Xian, Jimmy Lin2 citations
  96. Causal-LLM: A Unified One-Shot Framework for Prompt- and Data-Driven Causal Graph Discovery ↗Amartya Roy, N Devharish, Shreya Ganguly et al.2 citations
  97. CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention ↗Yuxi Sun, Aoqi Zuo, Wei Gao et al.2 citations
  98. Cautious Next Token Prediction ↗Yizhou Wang, Lingzhi Zhang, Yue Bai et al.2 citations
  99. Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device ↗Juntae Lee, Jihwan Bang, Kyuhong Shim et al.2 citations
  100. Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision ↗Dawei Zhu, Xiyu Wei, Guangxiang Zhao et al.2 citations

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