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

3,414 papers · page 21 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. When in Doubt, Ask First: A Unified Retrieval Agent-Based System for Ambiguous and Unanswerable Question Answering ↗Long S. T. Nguyen, Quynh T. N. Vo, Hung C. Luu et al.1 citation
  2. When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning ↗Leonardo Ranaldi, Barry Haddow, Alexandra Birch1 citation
  3. Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases ↗Jen-tse Huang, Yuhang Yan, Linqi Liu et al.1 citation
  4. Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations ↗Krithi Shailya, Akhilesh Kumar Mishra, Gokul S Krishnan et al.1 citation
  5. Who Taught You That? Tracing Teachers in Model Distillation ↗Somin Wadhwa, Chantal Shaib, Silvio Amir et al.1 citation
  6. X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Jailbreak Attacks without Compromising Usability ↗Xiaoya Lu, Dongrui Liu, Yi Yu et al.1 citation
  7. XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples ↗Peiqin Lin, Andre Martins, Hinrich Schuetze1 citation
  8. XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification ↗Sachin Yadav, Dominik Schlechtweg1 citation
  9. ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs ↗Francesco Cazzaro, Justin Kleindienst, Sofia Márquez Gomez et al.1 citation
  10. Zero-Shot Cross-Domain Aspect-Based Sentiment Analysis via Domain-Contextualized Chain-of-Thought Reasoning ↗Chuming Shen, Wei Wei, Dong Wang et al.1 citation
  11. ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models ↗Hwiyeol Jo, Hyunwoo Lee, Kang Min Yoo et al.1 citation
  12. Zipf's and Heaps' Laws for Tokens and LLM-generated Texts ↗Nikolay Mikhaylovskiy1 citation
  13. `No' Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF ↗Rena Wei Gao, Xuetong Wu, Siwen Luo et al.1 citation
  14. “Well, Keep Thinking”: Enhancing LLM Reasoning with Adaptive Injection Decoding ↗Hyunbin Jin, Je Won Yeom, Seunghyun Bae et al.1 citation
  15. “Where Does This Strange Smell Come from?”: Enabling Conversational Interfaces for Artificial Olfaction ↗Xueyi Zhou, Qi Lu, Dong-Kyu Chae1 citation
  16. daDPO: Distribution-Aware DPO for Distilling Conversational Abilities ↗Zhengze Zhang, Shiqi Wang, Yiqun Shen et al.1 citation
  17. gMBA: Expression Semantic Guided Mixed Boolean-Arithmetic Deobfuscation Using Transformer Architectures ↗Youjeong Roh, Joon-Young Paik, Jingun Kwon et al.1 citation
  18. taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades ↗Stefanie Urchs, Veronika Thurner, Matthias Aßenmacher et al.1 citation
  19. $MC^2$: A Minimum-Coverage and Dataset-Agnostic Framework for Compositional Generalization of LLMs on Semantic Parsing ↗Ziyao Xu, Zhe Yang, Houfeng Wang
  20. $T^5Score$: A Methodology for Automatically Assessing the Quality of LLM Generated Multi-Document Topic Sets ↗Itamar Trainin, Omri Abend
  21. $\mathcalS^2$IT: Stepwise Syntax Integration Tuning for Large Language Models in Aspect Sentiment Quad Prediction ↗Bingfeng Chen, Chenjie Qiu, Yifeng Xie et al.
  22. $\textttUQ-Merge$: Uncertainty Guided Multimodal Large Language Model Merging ↗Huaizhi Qu, Xinyu Zhao, Jie Peng et al.
  23. 1+1\ensuremath>2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models ↗Zeliang Zong, Kai Zhang, Zheyang Li et al.
  24. 100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ↗Van Yang, Hongye Jin, Shaochen Zhong et al.
  25. 2Columns1Row: A Russian Benchmark for Textual and Multimodal Table Understanding and Reasoning ↗Vildan Saburov, Daniil Vodolazsky, Danil Sazanakov et al.
  26. 2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Download PDF ↗Marta R. Costa-jussà, Bokai Yu, Pierre Andrews et al.
  27. 3DM: Distill, Dynamic Drop, and Merge for Debiasing Multi-modal Large Language Models ↗Zhaoxi Zhang, Sanwoo Lee, Zhixiang Wang et al.
  28. A Benchmark for Hindi Verb-Argument Structure Alternations ↗Kanishka Jain, Ashwini Vaidya
  29. A Benchmark for Translations Across Styles and Language Variants ↗Xin Tan, Bowei Zou, AiTi Aw
  30. A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ↗V.S.D.S.Mahesh Akavarapu, Hrishikesh Terdalkar, Pramit Bhattacharyya et al.
  31. A Category-Theoretic Approach to Neural-Symbolic Task Planning with Bidirectional Search ↗Shuhui Qu, Jie Wang, Kincho Law
  32. A Classifier of Word-Level Variants in Witnesses of Biblical Hebrew ManuscriptsIglika Nikolova-Stoupak, Maxime Amblard, Sophie Robert-Hayek et al.our summary
  33. A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation ↗Neal Gregory Lawton, Alfy Samuel, Anoop Kumar et al.
  34. A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies ↗Xiaobao Wu
  35. A Constrained Text Revision Agent via Iterative Planning and Searching ↗Hannan Cao, Hwee Tou Ng
  36. A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds ↗Sinan Kurtyigit, Diego Frassinelli, Carina Silberer et al.
  37. A Decoupled Multi-Agent Framework for Complex Text Style Transfer ↗Lingxi Zhang, Yu-Neng Chuang, Guanchu Wang et al.
  38. A Generalizable Rhetorical Strategy Annotation Model Using LLM-based Debate Simulation and Labelling ↗Shiyu Ji, Farnoosh Hashemi, Joice Chen et al.
  39. A Generative Framework for Personalized Sticker Retrieval ↗Changjiang Zhou, Ruqing Zhang, Jiafeng Guo et al.
  40. A Group Fairness Lens for Large Language Models ↗Guanqun Bi, Yuqiang Xie, Lei Shen et al.
  41. A MISMATCHED Benchmark for Scientific Natural Language Inference ↗Firoz Shaik, Mobashir Sadat, Nikita Gautam et al.
  42. A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis ↗Davood Wadi, Marc Fredette
  43. A Practical Analysis of Human Alignment with *PO ↗Kian Ahrabian, Xihui Lin, Barun Patra et al.
  44. A Practical Method for Generating String Counterfactuals ↗Matan Avitan, Ryan Cotterell, Yoav Goldberg et al.
  45. A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration ↗Zhiyang Zhang, Yaping Zhang, Yupu Liang et al.
  46. A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models ↗Peiqin Lin, Andre Martins, Hinrich Schuetze
  47. A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ↗Abderrahmane Issam, Yusuf Can Semerci, Jan Scholtes et al.
  48. A Self-Distillation Recipe for Neural Machine Translation ↗Hongfei Xu, Zhuofei Liang, Qiuhui Liu et al.
  49. A Similarity Measure for Comparing Conversational Dynamics ↗Sang Min Jung, Kaixiang Zhang, Cristian Danescu-Niculescu-Mizil
  50. A Structured Framework for Evaluating and Enhancing Interpretive Capabilities of Multimodal LLMs in Culturally Situated Tasks ↗Haorui Yu, Ramon Ruiz-Dolz, Qiufeng Yi
  51. A Survey of Pun Generation: Datasets, Evaluations and Methodologies ↗Yuchen Su, Yonghua Zhu, Ruofan Wang et al.
  52. A Unified Framework for N-ary Property Information Extraction in Materials Science ↗Van-Thuy Phi, Yuji Matsumoto
  53. A Word-Splitting Approach to Kannada Sanskrit Sandhi Words Useful in Effective English Translation ↗Shanta Kallur, Basavaraj S. Anami
  54. A$^2$ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization ↗Junhui He, Junna Xing, Nan Wang et al.
  55. ACCESS DENIED INC: The First Benchmark Environment for Sensitivity Awareness ↗Dren Fazlija, Arkadij Orlov, Sandipan Sikdar
  56. AD-AGENT: A Multi-agent Framework for End-to-end Anomaly Detection ↗Tiankai Yang, Junjun Liu, Michael Siu et al.
  57. AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation ↗Xinfeng Wang, Jin Cui, Fumiyo Fukumoto et al.
  58. ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models ↗Hao Chen, Haoze Li, Zhiqing Xiao et al.
  59. ALRPHFS: Adversarially Learned Risk Patterns with Hierarchical Fast & Slow Reasoning for Robust Agent Defense ↗Shiyu Xiang, Tong Zhang, Ronghao Chen
  60. ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models ↗Yuechi Zhou, Chuyue Zhou, Jianxin Zhang et al.
  61. AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering ↗Ziqing Wang, Chengsheng Mao, Xiaole Wen et al.
  62. AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders ↗Yuqi Zhang, Yuchun Miao, Zuchao Li et al.
  63. APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training ↗Jun Rao, Zepeng Lin, Xuebo Liu et al.
  64. AQuAECHR: Attributed Question Answering for European Court of Human Rights ↗Korbinian Q. Weidinger, Santosh T.Y.S.S, Oana Ichim et al.
  65. ARC `Challenge' Is Not That Challenging ↗Łukasz Borchmann
  66. ARXSA: A General Negative Feedback Control Theory in Vision-Language Models ↗Zeyu Zhang, Tianqi Chen, Yuki Todo
  67. ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning ↗Yeyuan Wang, Dehong Gao, Rujiao Long et al.
  68. ASTPrompter: Preference-Aligned Automated Language Model Red-Teaming to Generate Low-Perplexity Unsafe Prompts ↗Amelia Hardy, Houjun Liu, Allie Griffith et al.
  69. Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling ↗Seyyed Saeid Cheshmi, Azal Ahmad Khan, Xinran Wang et al.
  70. Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches ↗Israel Abebe Azime, Deborah D. Kanubala, Tejumade Afonja et al.
  71. Acquiescence Bias in Large Language Models ↗Daniel Braun
  72. AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual Corpora ↗Aleksandr Fedchin, Isabel Cooperman, Pramit Chaudhuri et al.
  73. Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains ↗Yang Wu, Raha Moraffah, Rujing Yao et al.
  74. Active Learning for Multidialectal Arabic POS Tagging ↗Diyam Akra, Mohammed Khalilia, Mustafa Jarrar
  75. AdDriftBench: A Benchmark for Detecting Data Drift and Label Drift in Short Video Advertising ↗Yinghao Song, Xiangji Zeng, Shuai Cui et al.
  76. AdParaphrase: Paraphrase Dataset for Analyzing Linguistic Features toward Generating Attractive Ad Texts ↗Soichiro Murakami, Peinan Zhang, Hidetaka Kamigaito et al.
  77. AdaTP: Attention-Debiased Token Pruning for Video Large Language Models ↗Fengyuan Sun, Leqi Shen, Hui Chen et al.
  78. AdaV: Adaptive Text-visual Redirection for Vision-Language Models ↗Jiayi Han, Liang Du, Yiwen Wu et al.
  79. AdaptMerge: Inference Time Adaptive Visual and Language-Guided Token Merging for Efficient Large Multimodal Models ↗Zahidul Islam, Mrigank Rochan
  80. Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing ↗Yifan Lu, Jing Li, Yigeng Zhou et al.
  81. Adaptive Parameter Compression for Language Models ↗Jeremias Bohn, Frederic Mrozinski, Georg Groh
  82. Adaptive Platt Scaling with Causal Interpretations for Self-Reflective Language Model Uncertainty Estimates ↗Anthony Sicilia, Malihe Alikhani
  83. Adaptive Preference Optimization with Uncertainty-aware Utility Anchor ↗Xiaobo Wang, Zixia Jia, Jiaqi Li et al.
  84. Addition in Four Movements: Mapping Layer-wise Information Trajectories in LLMs ↗Yao Yan
  85. Advancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure Perspective ↗Pengfei He, Zitao Li, Yue Xing et al.
  86. Agent-based Automated Claim Matching with Instruction-following LLMs ↗Dina Pisarevskaya, Arkaitz Zubiaga
  87. Agents generalize to novel levels of abstraction by using adaptive linguistic strategies ↗Kristina Kobrock, Xenia Ohmer, Elia Bruni et al.
  88. Align$^2$LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation ↗Hongzhe Huang, Jiang Liu, Zhewen Yu et al.
  89. Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction ↗Shichen Li, Jiawei Zhang, Zhongqing Wang et al.
  90. Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition ↗Dong Won Lee, Hae Won Park, Cynthia Breazeal et al.
  91. Aligning to Constraints for Data-Efficient Language Model Customization ↗Fei Wang, Chao Shang, Shuai Wang et al.
  92. Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval ↗Haotong Bao, Jianjin Zhang, Qi Chen et al.
  93. An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting Them ↗Creston Brooks, Johannes Haubold, Charlie Cowen-Breen et al.
  94. An Evaluation Resource for Grounding Translation Errors ↗Sujin Chen, Kang Wang, Zixuan Zhou et al.
  95. An Improved, Strong Baseline for Pre-Trained Large Language Models as Task-Oriented Dialogue Systems ↗Sebastian Steindl, André Kestler, Ulrich Schäfer et al.
  96. An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation ↗Telem Joyson Singh, Ranbir Singh Sanasam, Priyankoo Sarmah
  97. An LLM-based Temporal-spatial Data Generation and Fusion Approach for Early Detection of Late Onset Alzheimer's Disease (LOAD) Stagings Especially in Chinese and English-speaking Populations ↗Yang Han, Jacqueline CK Lam, Victor OK Li et al.
  98. An empirical study of validating synthetic data for formula generation ↗Usneek Singh, José Cambronero, Sumit Gulwani et al.
  99. AnaToM: A Dataset Generation Framework for Evaluating Theory of Mind Reasoning Toward the Anatomy of Difficulty through Structurally Controlled Story Generation ↗Jundai Suzuki, Ryoma Ishigaki, Eisaku Maeda
  100. Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks ↗Eileen Pan, Anna Seo Gyeong Choi, Maartje Ter Hoeve et al.

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