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

3,414 papers · page 29 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ↗Bohan Jin, Shuhan Qi, Kehai Chen et al.
  2. MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization ↗Yinhong Liu, Jianfeng He, Hang Su et al.
  3. MECoT: Markov Emotional Chain-of-Thought for Personality-Consistent Role-Playing ↗Yangbo Wei, Zhen Huang, Fangzhou Zhao et al.
  4. MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors ↗Yishuo Cai, Renjie Gu, Jiaxu Li et al.
  5. MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU ↗Yan Li, So-Eon Kim, Seong-Bae Park et al.
  6. MINDS: A Cross-Cultural Dialogue Corpus for Social Norm Classification and Adherence Detection ↗Pritish Sahu, Anirudh Som, Ajay Divakaran et al.
  7. MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms? ↗Yunfei Wang, Yeqin Zhang, Yuyang Wu et al.
  8. MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique ↗Gailun Zeng, Ziyang Luo, Hongzhan Lin et al.
  9. MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents ↗Kehang Jia, Juntao Li, Xiaobo Liang et al.
  10. MMATH: A Multilingual Benchmark for Mathematical Reasoning ↗Wenyang Luo, Wayne Xin Zhao, Jing Sha et al.
  11. MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning ↗Afrina Tabassum, Bin Guo, Xiyao Ma et al.
  12. MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models ↗Gio Paik, Geewook Kim, Jinbae Im
  13. MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? ↗Muntasir Wahed, Xiaona Zhou, Kiet A. Nguyen et al.
  14. MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices ↗Patara Trirat, Jae-Gil Lee
  15. MOSAIC: Multiple Observers Spotting AI Content ↗Matthieu Dubois, François Yvon, Pablo Piantanida
  16. MPF: Aligning and Debiasing Language Models post Deployment via Multi-Perspective Fusion ↗Xin Guan, Pei-Hsin Lin, Zekun Wu et al.
  17. MPL: Multiple Programming Languages with Large Language Models for Information Extraction ↗Bo Li, Gexiang Fang, Wei Ye et al.
  18. MPTA: MultiTask Personalization Assessment ↗Matthieu Tehenan, Eric Chamoun, Andreas Vlachos
  19. MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space ↗Anshul Singh, Chris Biemann, Jan Strich
  20. MUG-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language ↗Seyoung Song, Seogyeong Jeong, Eunsu Kim et al.
  21. MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering ↗Xuanliang Zhang, Dingzirui Wang, Keyan Xu et al.
  22. MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model ↗Sumin Ha, Jun Hyeong Kim, Yinhua Piao et al.
  23. MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ↗Shiyue Xu, Fu Zhang, Jingwei Cheng et al.
  24. MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG ↗Nguyen Manh Hieu, Vu Lam Anh, Hung Pham Van et al.
  25. Machine Theory of Mind Needs Machine Validation ↗Adil Soubki, Owen Rambow
  26. Make Every Letter Count: Building Dialect Variation Dictionaries from Monolingual Corpora ↗Robert Litschko, Verena Blaschke, Diana Burkhardt et al.
  27. Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization ↗Shuyang Hao, Yiwei Wang, Bryan Hooi et al.
  28. Mamba Drafters for Speculative Decoding ↗Daewon Choi, Seunghyuk Oh, Saket Dingliwal et al.
  29. Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts ↗Sidharth Pulipaka, Ashwin Sankar, Raj Dabre
  30. Marrying LLMs with Dynamic Forecasting: A Graph Mixture-of-expert Perspective ↗Dapeng Jiang, Xiao Luo
  31. MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding ↗Jingyuan Deng, Yujiu Yang
  32. Masked Diffusion Captioning for Visual Feature Learning ↗Chao Feng, Zihao Wei, Andrew Owens
  33. MeMoTune: A Measure and Moment-Driven Fine-Tuning Framework for Quantized Large Language Models ↗Yun Zhang, Xue Geng, Lizi Liao et al.
  34. Measuring Bias and Agreement in Large Language Model Presupposition Judgments ↗Katherine Atwell, Mandy Simons, Malihe Alikhani
  35. Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting ↗Gauri Kambhatla, Chantal Shaib, Venkata S Govindarajan
  36. Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models ↗Ercong Nie, Helmut Schmid, Hinrich Schuetze
  37. MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing ↗Minghao Liu, Zhitao He, Zhiyuan Fan et al.
  38. Media of Langue: Exploring Word Translation Network ↗Goki Muramoto, Atsuki Sato, Takayoshi Koyama
  39. MemeDetoxNet: Balancing Toxicity Reduction and Context Preservation ↗Gitanjali Kumari, Jitendra Solanki, Asif Ekbal
  40. MemeInterpret: Towards an All-in-One Dataset for Meme Understanding ↗Jeongsik Park, Khoi P. N. Nguyen, Jihyung Park et al.
  41. Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions ↗Chengzhi Li, Heyan Huang, Ping Jian et al.
  42. Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding ↗Jianjian Liu, Ying Li, Zhengtao Yu et al.
  43. Merging Two Grammar Worlds: Exploring the Relationship between Universal Dependencies and Signal Temporal Logic ↗Christopher Rashidian, Sabine Brunswicker
  44. MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time ↗Mozhi Zhang, Pengyu Wang, Chenkun Tan et al.
  45. MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer ↗Honglin Lin, Zhuoshi Pan, Qizhi Pei et al.
  46. MetaMixSpeech: Meta Task Augmentation for Low-Resource Speech Recognition ↗Yaqi Chen, Hao Zhang, Wenlin Zhang et al.
  47. MidPO: Dual Preference Optimization for Safety and Helpfulness in Large Language Models via a Mixture of Experts Framework ↗Yupeng Qi, Ziyu Lyu, Min Yang et al.
  48. Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics ↗Amalie Brogaard Pauli, Isabelle Augenstein, Ira Assent
  49. MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality ↗Shuaike Li, Kai Zhang, Qi Liu et al.
  50. MiniKV: Pushing the Limits of 2-Bit KV Cache via Compression and System Co-Design for Efficient Long Context Inference ↗Akshat Sharma, Hangliang Ding, Jianping Li et al.
  51. Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models ↗Pushkar Shukla, Aditya Chinchure, Emily Diana et al.
  52. Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation ↗Nakyung Lee, Yeongoon Kim, Minhae Oh et al.
  53. Mitigating Demonstration Bias through Global Coevolutionary Reasoning ↗Chuan Gou, Bangwei Li, Jianhua Dai et al.
  54. Mitigating Gender Bias via Fostering Exploratory Thinking in LLMs ↗Kangda Wei, Hasnat Md Abdullah, Ruihong Huang
  55. Mitigating Interviewer Bias in Multimodal Depression Detection: An Approach with Adversarial Learning and Contextual Positional Encoding ↗Enshi Zhang, Christian Poellabauer
  56. Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints ↗Wei Sun, Tingyu Qu, Mingxiao Li et al.
  57. Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations ↗Shuo Li, Jiajun Sun, Guodong Zheng et al.
  58. Mitigating Paraphrase Attacks on Machine-Text Detection via Paraphrase Inversion ↗Rafael Alberto Rivera Soto, Barry Y. Chen, Nicholas Andrews
  59. Mitigating Sequential Dependencies: A Survey of Algorithms and Systems for Generation-Refinement Frameworks in Autoregressive Models ↗Yunhai Hu, Zining Liu, Zhenyuan Dong et al.
  60. Mitigating Spurious Correlations via Counterfactual Contrastive Learning ↗Fengxiang Cheng, Chuan Zhou, Xiang Li et al.
  61. Mixed Signals: Decoding VLMs' Reasoning and Underlying Bias in Vision-Language Conflict ↗Pouya Pezeshkpour, Moin Aminnaseri, Estevam Hruschka
  62. Mixture of LoRA Experts for Continual Information Extraction with LLMs ↗Zitao Wang, Xinyi Wang, Wei Hu
  63. Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases ↗Yongjia Lei, Haoyu Han, Ryan A. Rossi et al.
  64. MoRoVoc: A Large Dataset for Geographical Variation Identification of the Spoken Romanian Language ↗Andrei-Marius Avram, Bănescu Ema-Ioana, Anda-Teodora Robea et al.
  65. Modal Dependency Parsing via Biaffine Attention with Self-Loop ↗Jayeol Chun, Nianwen Xue
  66. Model Calibration for Emotion Detection ↗Mihaela Petre-Vlad, Cornelia Caragea, Florentina Hristea
  67. Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization ↗Ximing Dong, Shaowei Wang, Dayi Lin et al.
  68. Modeling the Differential Prevalence of Online Supportive Interactions in Private Instant Messages of Adolescents ↗Ondrej Sotolar, Michał Tkaczyk, Jaromír Plhák et al.
  69. Monitoring Decoding: Mitigating Hallucination via Evaluating the Factuality of Partial Response during Generation ↗Yurui Chang, Bochuan Cao, Lu Lin
  70. Moral Self-correction is Not An Innate Capability in Language Models ↗Guangliang Liu, Zimo Qi, Xitong Zhang et al.
  71. Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning ↗Ming Li, Pei Chen, Chenguang Wang et al.
  72. MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation ↗Xinping Lei, Tong Zhou, Yubo Chen et al.
  73. MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? ↗Xixian Yong, Jianxun Lian, Xiaoyuan Yi et al.
  74. Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection ↗Bassamtiano Renaufalgi Irnawan, Yoshimi Suzuki, Noriko Tomuro et al.
  75. Multi-Hop Reasoning for Question Answering with Hyperbolic Representations ↗Simon Welz, Lucie Flek, Akbar Karimi
  76. Multi-Modal Data Exploration via Language Agents ↗Farhad Nooralahzadeh, Yi Zhang, Jonathan Fürst et al.
  77. Multi-Surrogate-Objective Optimization for Neural Topic Models ↗Tue Le, Hoang Tran Vuong, Tung Nguyen et al.
  78. Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models ↗Yebin Lim, Susik Yoon
  79. Multi-token Mask-filling and Implicit Discourse Relations ↗Meinan Liu, Yunfang Dong, Xixian Liao et al.
  80. Multi-word Measures: Modeling Semantic Change in Compound Nouns ↗Chris Jenkins, Filip Miletić, Sabine Schulte im Walde
  81. MultiConIR: Towards Multi-Condition Information Retrieval ↗Xuan Lu, Sifan Liu, Bochao Yin et al.
  82. MultiHoax: A Dataset of Multi-hop False-premise questions ↗Mohammadamin Shafiei, Hamidreza Saffari, Nafise Sadat Moosavi
  83. MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration ↗Nianqi Li, Zujie Liang, Siyu Yuan et al.
  84. Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness ↗Yusheng Zhao, Xiao Luo, Junyu Luo et al.
  85. Multilingual Data Filtering using Synthetic Data from Large Language Models ↗Jonas Waldendorf, Barry Haddow, Alexandra Birch et al.
  86. Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems ↗Qianli Wang, Tatiana Anikina, Nils Feldhus et al.
  87. Multilingual Definition Modeling ↗Edison Marrese-Taylor, Erica K. Shimomoto, Alfredo Solano et al.
  88. Multilingual Generative Retrieval via Cross-lingual Semantic Compression ↗Yuxin Huang, Simeng Wu, Ran Song et al.
  89. Multilingual Political Views of Large Language Models: Identification and Steering ↗Daniil Gurgurov, Katharina Trinley, Ivan Vykopal et al.
  90. Multilingual Verbalisation of Knowledge Graphs ↗Yifei Song, William Soto Martinez, Anna Nikiforovskaya et al.
  91. Multimodal Document-level Triple Extraction via Dynamic Graph Enhancement and Relation-Aware Reflection ↗Xiang Li, Runhai Jiao, Zhou Changyu et al.
  92. Multimodal Machine Translation with Text-Image In-depth Questioning ↗Yue Gao, Jing Zhao, Shiliang Sun et al.
  93. Multimodal UNcommonsense: From Odd to Ordinary and Ordinary to Odd ↗Yejin Son, Saejin Kim, Dongjun Min et al.
  94. MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs ↗Arijit Nag, Animesh Mukherjee, Niloy Ganguly et al.
  95. NAP2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human ↗Shuo Huang, William Maclean, Xiaoxi Kang et al.
  96. NBDESCRIB: A Dataset for Text Description Generation from Tables and Code in Jupyter Notebooks with Guidelines ↗Xuye Liu, Tengfei Ma, Yimu Wang et al.
  97. NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication ↗Prawaal Sharma, Poonam Goyal, Navneet Goyal et al.
  98. NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks ↗Aritra Dutta, Swapnanil Mukherjee, Deepanway Ghosal et al.
  99. NLP Needs Diversity outside of `Diversity' ↗Joshua Tint
  100. NLoRA: Nyström-Initiated Low-Rank Adaptation for Large Language Models ↗Chenlu Guo, Yi Chang, Yuan Wu

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