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

3,414 papers · page 31 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. Quantifying Compositionality of Classic and State-of-the-Art Embeddings ↗Zhijin Guo, Chenhao Xue, Zhaozhen Xu et al.
  2. Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach ↗Blessed Guda, Lawrence Francis, Gabrial Zencha Ashungafac et al.
  3. Quantifying the Risks of LLM- and Tool-assisted Rephrasing to Linguistic Diversity ↗Mengying Wang, Andreas Spitz
  4. Quantile Regression with Large Language Models for Price Prediction ↗Nikhita Vedula, Dushyanta Dhyani, Laleh Jalali et al.
  5. Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models ↗Youan Cong, Pritom Saha Akash, Cheng Wang et al.
  6. Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback ↗Vincent Nguyen, Sarvnaz Karimi, Willow Hallgren et al.
  7. R2A-TLS: Reflective Retrieval-Augmented Timeline Summarization with Causal-Semantic Integration ↗Chenlong Bao, Shijie Li, Minghao Hu et al.
  8. RAC: Efficient LLM Factuality Correction with Retrieval Augmentation ↗Changmao Li, Jeffrey Flanigan
  9. RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction ↗Jinbo Su, Lingzhe Gao, Wei Li et al.
  10. RAISE: Reinforced Adaptive Instruction Selection For Large Language Models ↗Qingsong Lv, Yangning Li, Zihua Lan et al.
  11. REAR: Reinforced Reasoning Optimization for Event Argument Extraction with Relation-Aware Support ↗Jianwen Luo, Yu Hong, Shuai Yang et al.
  12. RECAST: Retrieval-Augmented Contextual ASR via Decoder-State Keyword Spotting ↗Ashish Mittal, Sunita Sarawagi, Preethi Jyothi
  13. REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction ↗Omar Sharif, Joseph Gatto, Madhusudan Basak et al.
  14. RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples ↗Soumya Suvra Ghosal, Vaibhav Singh, Akash Ghosh et al.
  15. REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space ↗Tomer Ashuach, Martin Tutek, Yonatan Belinkov
  16. RG-VQA: Leveraging Retriever-Generator Pipelines for Knowledge Intensive Visual Question Answering ↗Settaluri Lakshmi Sravanthi, Pulkit Agarwal, Debjyoti Mondal et al.
  17. RLMEval: Evaluating Research-Level Neural Theorem Proving ↗Auguste Poiroux, Antoine Bosselut, Viktor Kunčak
  18. RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing ↗Hao Xiang, Tianyi Tang, Yang Su et al.
  19. ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning ↗Yang Wu, Huayi Zhang, Yizheng Jiao et al.
  20. RTTC: Reward-Guided Collaborative Test-Time Compute ↗Juan Pablo Munoz, Jinjie Yuan
  21. Radical Allomorphy: Phonological Surface Forms without Phonology ↗Salam Khalifa, Nizar Habash, Owen Rambow
  22. Random Splitting Negatively Impacts NER Evaluation: Quantifying and Eliminating the Overestimation of NER Performance ↗Florian Babl, Moritz Hennen, Jakob Murauer et al.
  23. Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment ↗Hannan Cao, Hai Ye, Hwee Tou Ng
  24. ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning ↗Rui Lv, Qi Liu, Weibo Gao et al.
  25. ReCoVeR the Target Language: Language Steering without Sacrificing Task Performance ↗Hannah Sterz, Fabian David Schmidt, Goran Glavaš et al.
  26. ReFLAIR: Enhancing Multimodal Reasoning via Structured Reflection and Reward-Guided Learning ↗Jiazhou Ji, Xinru Lu
  27. ReLoop: “Seeing Twice and Thinking Backwards” via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding ↗Jianjiang Yang, Yanshu Li, Ziyan Huang
  28. ReTAG: Retrieval-Enhanced, Topic-Augmented Graph-Based Global Sensemaking ↗Boyoung Kim, Dosung Lee, Sumin An et al.
  29. Real, Fake, or Manipulated? Detecting Machine-Influenced Text ↗Yitong Wang, Zhongping Zhang, Margherita Piana et al.
  30. Real-World Summarization: When Evaluation Reaches Its Limits ↗Patrícia Schmidtová, Ondrej Dusek, Saad Mahamood
  31. RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios ↗Fei Zhao, Chengqiang Lu, Yufan Shen et al.
  32. ReasonerRank: Redefining Language Model Evaluation with Ground-Truth-Free Ranking Frameworks ↗Jiamu Zhang, Jiayi Yuan, Andrew Wen et al.
  33. Reasoning Does Not Necessarily Improve Role-Playing Ability ↗Xiachong Feng, Longxu Dou, Lingpeng Kong
  34. Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering ↗Yuanjun Shi, Zhaopeng Qiu
  35. Recipe2Plan: Evaluating Planning Abilities of LLMs for Efficient and Feasible Multitasking with Time Constraints Between Actions ↗Zirui Wu, Xiao Liu, Jiayi Li et al.
  36. RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation ↗Aviv Slobodkin, Hagai Taitelbaum, Yonatan Bitton et al.
  37. Refined Assessment for Translation Evaluation: Rethinking Machine Translation Evaluation in the Era of Human-Level Systems ↗Dmitry Popov, Vladislav Negodin, Ekaterina Enikeeva et al.
  38. Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets ↗Nirvan Patil, Malhar Abhay Inamdar, Agnivo Gosai et al.
  39. Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation ↗Haonan Sheng, Dou Hu, Lingwei Wei et al.
  40. Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts ↗Quanyu Long, Jianda Chen, Zhengyuan Liu et al.
  41. RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning ↗Yifan Niu, Miao Peng, Nuo Chen et al.
  42. Relevance Scores Calibration for Ranked List Truncation via TMP Adapter ↗Pavel Posokhov, Sergei Masliukhin, Skrylnikov Stepan et al.
  43. Reliability Crisis of Reference-free Metrics for Grammatical Error Correction ↗Takumi Goto, Yusuke Sakai, Taro Watanabe
  44. Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ↗Chaojie Wang, Haonan Shi, Long Tian et al.
  45. RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models ↗Jingjing Liu, Zeming Liu, Zihao Cheng et al.
  46. Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution ↗Zuzanna Dubanowska, Maciej Żelaszczyk, Michał Brzozowski et al.
  47. Representation-to-Creativity (R2C): Automated Holistic Scoring Model for Essay Creativity ↗Deokgi Kim, Joonyoung Jo, Byung-Won On et al.
  48. Representing LLMs in Prompt Semantic Task Space ↗Idan Kashani, Avi Mendelson, Yaniv Nemcovsky
  49. Research Community Perspectives on “Intelligence” and Large Language Models ↗Bertram Højer, Terne Sasha Thorn Jakobsen, Anna Rogers et al.
  50. Residualized Similarity for Faithfully Explainable Authorship Verification ↗Peter Zeng, Pegah Alipoormolabashi, Jihu Mun et al.
  51. Rethinking Personality Assessment from Human-Agent Dialogues: Fewer Rounds May Be Better Than More ↗Baiqiao Zhang, Zhifeng Liao, Xiangxian Li et al.
  52. Rethinking Sign Language Translation: The Impact of Signer Dependence on Model Evaluation ↗Keren Artiaga, Sabyasachi Kamila, Haithem Afli et al.
  53. Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding ↗Yuanyi Wang, Han Li, Haifeng Sun et al.
  54. Retrieval-Augmented Language Models are Mimetic Theorem Provers ↗Wenjie Yang, Ruiyuan Huang, Jiaxing Guo et al.
  55. Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning ↗Jiachen Zhu, Congmin Zheng, Jianghao Lin et al.
  56. Reveal and Release: Iterative LLM Unlearning with Self-generated Data ↗Linxi Xie, Xin Teng, Shichang Ke et al.
  57. Reverse Preference Optimization for Complex Instruction Following ↗Xiang Huang, Ting-En Lin, Feiteng Fang et al.
  58. Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models ↗Jiangxu Wu, Cong Wang, TianHuang Su et al.
  59. Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps ↗Jiashun Cheng, Aochuan Chen, Nuo Chen et al.
  60. Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation ↗Yiwei Li, Ji Zhang, Shaoxiong Feng et al.
  61. Reward Generalization in RLHF: A Topological Perspective ↗Tianyi Alex Qiu, Fanzhi Zeng, Jiaming Ji et al.
  62. Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning ↗Changshuo Zhang, Ang Gao, Xiao Zhang et al.
  63. RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling ↗Harshil Vejendla
  64. Richer Output for Richer Countries: Uncovering Geographical Disparities in Generated Stories and Travel Recommendations ↗Kirti Bhagat, Kinshuk Vasisht, Danish Pruthi
  65. Riemannian Optimization for LoRA on the Stiefel Manifold ↗JuneYoung Park, Minjae Kang, Seongbae Lee et al.
  66. RingFormer: Rethinking Recurrent Transformer with Adaptive Level Signals ↗Jaemu Heo, Eldor Fozilov, Hyunmin Song et al.
  67. Robust Bias Detection in MLMs and its Application to Human Trait Ratings ↗Ingroj Shrestha, Louis Tay, Padmini Srinivasan
  68. Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA ↗Yuchen Wu, Liang Ding, Li Shen et al.
  69. Robust and Minimally Invasive Watermarking for EaaS ↗Zongqi Wang, Baoyuan Wu, Jingyuan Deng et al.
  70. Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification ↗Hongfei Du, Jiacheng Shi, Jacobo Myerston et al.
  71. RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following ↗Junru Lu, Jiazheng Li, Guodong Shen et al.
  72. RusCode: Russian Cultural Code Benchmark for Text-to-Image Generation ↗Viacheslav Vasilev, Julia Agafonova, Nikolai Gerasimenko et al.
  73. Rust-doctor: Enhanced Feature for Rust Ownership and Lifetime Repair with Balanced Training Data Generation ↗Wenzhang Yang, Xiaoning Ren, Cuifeng Gao et al.
  74. SA-CLIP: Language Guided Image Spatial and Action Feature Learning ↗Guanlin Li, Wenhao Shao, Praboda Rajapaksha et al.
  75. SACL: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization ↗Dhruv Gupta, Gayathri Ganesh Lakshmy, Yiqing Xie
  76. SAFR: Neuron Redistribution for Interpretability ↗Ruidi Chang, Chunyuan Deng, Hanjie Chen
  77. SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection ↗Taichi Aida, Danushka Bollegala
  78. SCE: Semantic Consistency Enhanced Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning ↗Yanwen Huang, Yao Liu, Qiao Liu et al.
  79. SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation ↗Huimin Xu, Xin Mao, Feng-Lin Li et al.
  80. SCoder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs ↗Xinyu Zhang, Changzhi Zhou, Linmei Hu et al.
  81. SEER: The Span-based Emotion Evidence Retrieval Benchmark ↗Aneesha Sampath, Oya Aran, Emily Mower Provost
  82. SEEval: Advancing LLM Text Evaluation Efficiency and Accuracy through Self-Explanation Prompting ↗Meng-Chen Wu, Md Mosharaf Hossain, Tess Wood et al.
  83. SENTRA: Selected-Next-Token Transformer for LLM Text Detection ↗Mitchell Plyler, Yilun Zhang, Alexander Tuzhilin et al.
  84. SGCD: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues ↗Xiang Li, Keyu Yao, Gang Shen
  85. SGDPO: Self-Guided Direct Preference Optimization for Language Model Alignment ↗Wenqiao Zhu, Ji Liu, Lulu Wang et al.
  86. SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs ↗Chuyi Kong, Ziyang Luo, Hongzhan Lin et al.
  87. SIFT: Grounding LLM Reasoning in Contexts via Stickers ↗Zihao Zeng, Xuyao Huang, Boxiu Li et al.
  88. SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models ↗Debarun Bhattacharjya, Balaji Ganesan, Junkyu Lee et al.
  89. SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs ↗Zhiqiang Liu, Enpei Niu, Yin Hua et al.
  90. SLIM: Subtrajectory-Level Elimination for More Effective Reasoning ↗Xifeng Yao, Chengyuan Ma, Dongyu Lang et al.
  91. SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion ↗Mengxue Yang, Chun Yang, Jiaqi Zhu et al.
  92. SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes ↗Iva Bojic, Qi Chwen Ong, Stephanie Hilary Xinyi Ma et al.
  93. SOMAJGYAAN: A Dataset for Evaluating LLMs on Bangla Culture, Social Knowledge, and Low-Resource Language Adaptation ↗Fariha Anjum Shifa, Muhtasim Ibteda Shochcho, Abdullah Ibne Hanif Arean et al.
  94. SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment ↗Quan Ze Chen, Kevin Feng, Chan Young Park et al.
  95. SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models ↗I-Fan Lin, Faegheh Hasibi, Suzan Verberne
  96. SPO: Self Preference Optimization with Self Regularization ↗Yuhao Sun, Yifan Zhang, Quandong Wang et al.
  97. SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin ↗Hao Yi, Qingyang Li, Yulan Hu et al.
  98. SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps ↗Neha Srikanth, Victor Bursztyn, Puneet Mathur et al.
  99. SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data ↗Jinsung Yoon, Junhao Zeng, Sercan O Arik
  100. SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation ↗Fu Zhang, Panfeng Zhang, Jingwei Cheng

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