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

3,414 papers · page 22 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. Anatomy of a Feeling: Narrating Embodied Emotions via Large Vision-Language Models ↗Mohammad Saim, Phan Anh Duong, Cat Luong et al.
  2. Angular Dispersion Accelerates $k$-Nearest Neighbors Machine Translation ↗Evgeniia Tokarchuk, Sergey Troshin, Vlad Niculae
  3. Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts ↗Yuu Jinnai, Ukyo Honda
  4. AraSafe: Benchmarking Safety in Arabic LLMs ↗Hamdy Mubarak, Abubakr Mohamed, Majd Hawasly
  5. Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent? ↗Xi Ai, Mahardika Krisna Ihsani, Min-Yen Kan
  6. Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages ↗Poulami Ghosh, Raj Dabre, Pushpak Bhattacharyya
  7. Are Large Language Models Effective in Clinical Trial Design? A Study on Baseline Feature Generation ↗Nafis Neehal, Bowen Wang, Shayom Debopadhaya et al.
  8. Are Multimodal Large Language Models Pragmatically Competent Listeners in Simple Reference Resolution Tasks? ↗Simeon Junker, Manar Ali, Larissa Koch et al.
  9. As easy as PIE: understanding when pruning causes language models to disagree ↗Pietro Tropeano, Maria Maistro, Tuukka Ruotsalo et al.
  10. AskQE: Question Answering as Automatic Evaluation for Machine Translation ↗Dayeon Ki, Kevin Duh, Marine Carpuat
  11. Assess and Prompt: A Generative RL Framework for Improving Engagement in Online Mental Health Communities ↗Bhagesh Gaur, Karan Gupta, Aseem Srivastava et al.
  12. Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs ↗Kyubyung Chae, Gihoon Kim, Gyuseong Lee et al.
  13. Assessing the Role of Data Quality in Training Bilingual Language Models ↗Skyler Seto, Maartje Ter Hoeve, Maureen de Seyssel et al.
  14. Assigning Distinct Roles to Quantized and Low-Rank Matrices Toward Optimal Weight Decomposition ↗Yoonjun Cho, Soeun Kim, Dongjae Jeon et al.
  15. Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks ↗Xinyu Pang, Ruixin Hong, Hongming Zhang et al.
  16. Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge ↗Zhuo Liu, Moxin Li, Xun Deng et al.
  17. Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation ↗Tong Zheng, Yan Wen, Huiwen Bao et al.
  18. Atomic Calibration of LLMs in Long-Form Generations ↗Caiqi Zhang, Ruihan Yang, Zhisong Zhang et al.
  19. Attention Overflow: Language Model Input Blur during Long-Context Missing Items Identification ↗Damien Sileo
  20. Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and Microsyntax ↗Iuliia Zaitova, Vitalii Hirak, Badr M. Abdullah et al.
  21. Augmented Adversarial Trigger Learning ↗Zhe Wang, Yanjun Qi
  22. AuraDial: A Large-Scale Human-Centric Dialogue Dataset for Chinese AI Psychological Counseling ↗Xiantao Zhang
  23. Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant ↗Lei Shen, Xiaoyu Shen
  24. AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization via Multi-LLMs ↗Jiawei Chen, Xiao Yang, Zhengwei Fang et al.
  25. AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking ↗Ding-Chu Zhang, Xiaowen Zhang, Yue Fei et al.
  26. Automated main concept generation for narrative discourse assessment in aphasia ↗Ankita Gupta, Marisa Hudspeth, Polly Stokes et al.
  27. Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language ↗Zhiqiang Zhong, Simon Sataa-Yu Larsen, Haoyu Guo et al.
  28. Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models ↗Injae Na, Keonwoong Noh, Woohwan Jung
  29. Automating Alternative Generation in Decision-Making ↗Yevhen Kostiuk, Clara Seyfried, Chris Reed
  30. Automating eHMI Action Design with LLMs for Automated Vehicle Communication ↗Ding Xia, Xinyue Gui, Fan Gao et al.
  31. Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition ↗Yi Liu, Xiangrong Zhu, Xiangyu Liu et al.
  32. B-REASO: A Multi-Level Multi-Faceted Bengali Evaluation Suite for Foundation Models ↗Md Tanzib Hosain, Md Kishor Morol
  33. BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks ↗Weihong Du, Wenrui Liao, Binyu Yan et al.
  34. BEDAA: Bayesian Enhanced DeBERTa for Uncertainty-Aware Authorship Attribution ↗Iqra Zahid, Youcheng Sun, Riza Batista-Navarro
  35. BabelEdits: A Benchmark and a Modular Approach for Robust Cross-lingual Knowledge Editing of Large Language Models ↗Tommaso Green, Félix Gaschi, Fabian David Schmidt et al.
  36. Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety ↗Mufan Qiu, Zheyu Shen, Pingzhi Li et al.
  37. Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers ↗Rin Ashizawa, Yoichi Hirose, Nozomu Yoshinari et al.
  38. BannerBench: Benchmarking Vision Language Models for Multi-Ad Selection with Human Preferences ↗Hiroto Otake, Peinan Zhang, Yusuke Sakai et al.
  39. BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion ↗Sike Xiang, Shuang Chen, Amir Atapour-Abarghouei
  40. BenNumEval: A Benchmark to Assess LLMs' Numerical Reasoning Capabilities in Bengali ↗Kawsar Ahmed, Md Osama, Omar Sharif et al.
  41. Benchmarking Bangla Causality: A Dataset of Implicit and Explicit Causal Sentences and Cause-Effect Relations ↗Diya Saha, Sudeshna Jana, Manjira Sinha et al.
  42. Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data ↗Qiongqiong Wang, Hardik Bhupendra Sailor, Tianchi Liu et al.
  43. Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models ↗Blanca Calvo Figueras, Rodrigo Agerri
  44. Benchmarking Uncertainty Metrics for LLM Target-Aware Search ↗Pei-Fu Guo, Yun-Da Tsai, Shou-De Lin
  45. Benchmarking and Improving LLM Robustness for Personalized Generation ↗Chimaobi Okite, Naihao Deng, Kiran Bodipati et al.
  46. Beneath the Facade: Probing Safety Vulnerabilities in LLMs via Auto-Generated Jailbreak Prompts ↗Heehyeon Kim, Kyeongryul Lee, Joyce Jiyoung Whang
  47. Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs ↗Maxim Ifergan, Leshem Choshen, Roee Aharoni et al.
  48. Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation ↗Jingyang Deng, Ran Chen, Jo-Ku Cheng et al.
  49. Beyond Coarse Labels: Fine-Grained Problem Augmentation and Multi-Dimensional Feedback for Emotional Support Conversation ↗Yuanchen Shi, Jiawang Hao, Fang Kong
  50. Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ↗Yin Hua, Zhiqiang Liu, Mingyang Chen et al.
  51. Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models ↗Muhammed Saeed, Shaina Raza, Ashmal Vayani et al.
  52. Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance ↗Reza Esfandiarpoor, George Zerveas, Ruochen Zhang et al.
  53. Beyond Distribution: Investigating Language Models' Understanding of Sino-Korean Morphemes ↗Taehee Jeon
  54. Beyond Fixed-Length Calibration for Post-Training Compression of LLMs ↗Jaehoon Oh, Dokwan Oh
  55. Beyond Function-Level Search: Repository-Aware Dual-Encoder Code Retrieval with Adversarial Verification ↗Aofan Liu, Song Shiyuan, Haoxuan Li et al.
  56. Beyond Generation: Leveraging LLM Creativity to Overcome Label Bias in Classification ↗Xiaoyue Wang, Xin Liu
  57. Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines ↗Do Xuan Long, Duong Ngoc Yen, Do Xuan Trong et al.
  58. Beyond Inherent Cognition Biases in LLM-Based Event Forecasting: A Multi-Cognition Agentic Framework ↗Zhen Wang, Xi Zhou, Yating Yang et al.
  59. Beyond Linear Steering: Unified Multi-Attribute Control for Language Models ↗Narmeen Fatimah Oozeer, Luke Marks, Fazl Barez et al.
  60. Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents ↗Fanzeng Xia, Hao Liu, Yisong Yue et al.
  61. Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis ↗Yicheng Lang, Kehan Guo, Yue Huang et al.
  62. Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing ↗Zichen Wu, Hsiu-Yuan Huang, Yunfang Wu
  63. Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models ↗Hongbang Yuan, Yubo Chen, Pengfei Cao et al.
  64. Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment ↗Mehdi Jafari, Yuncheng Hua, Hao Xue et al.
  65. Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ↗Miguel Romero Calvo, Shuoyang Ding, Corey D Barrett et al.
  66. Beyond the Average Reader: the Reader Embedding Approach ↗Calogero Jerik Scozzaro, Matteo Delsanto, Daniele P. Radicioni
  67. Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning ↗Zhaohui Yang, Chenghua He, Xiaowen Shi et al.
  68. Beyond the Scientific Document: A Citation-Aware Multi-Granular Summarization Approach with Heterogeneous Graphs ↗Quoc-An Nguyen, Xuan-Hung Le, Thi-Minh-Thu Vu et al.
  69. Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation ↗Shiwen Zhang, Lingxiang Wang, Hainan Zhang et al.
  70. BiMax: Bidirectional MaxSim Score for Document-Level Alignment ↗Xiaotian Wang, Takehito Utsuro, Masaaki Nagata
  71. Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification ↗Takuma Udagawa, Yang Zhao, Hiroshi Kanayama et al.
  72. Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models ↗Haonan He, Yuchen Ren, Yining Tang et al.
  73. Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation ↗Kounianhua Du, Hanjing Wang, Jianxing Liu et al.
  74. Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA ↗Chi-Min Chan, Chunpu Xu, Junqi Zhu et al.
  75. BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ↗EunJeong Hwang, Peter West, Vered Shwartz
  76. Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation ↗Yuanchi Ma, Jiamou Liu, Hui He et al.
  77. BrainLoc: Brain Signal-Based Object Detection with Multi-modal Alignment ↗Jiaqi Duan, Xiaoda Yang, Kaixuan Luan et al.
  78. Breaking Token Into Concepts: Exploring Extreme Compression in Token Representation Via Compositional Shared Semantics ↗Kavin R V, Pawan Goyal
  79. Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue ↗Jieming Cao, Chen Huang, Yanan Zhang et al.
  80. BridG MT: Enhancing LLMs' Machine Translation Capabilities with Sentence Bridging and Gradual MT ↗Seungwoo Choi, Gahyun Yoo, Jay-Yoon Lee
  81. Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ↗Jipeng Zhang, Jianshu Zhang, Yuanzhe Li et al.
  82. Bridging Intuitive Associations and Deliberate Recall: Empowering LLM Personal Assistant with Graph-Structured Long-term Memory ↗Yujie Zhang, Weikang Yuan, Zhuoren Jiang
  83. Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach ↗Mohammed Bouri, Adnane Saoud
  84. Bridging Semantic and Modality Gaps in Zero-Shot Captioning via Retrieval from Synthetic Data ↗Zhiyue Liu, Wenkai Zhou
  85. Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems ↗Minghang Zhu, Zhengliang Shi, Zhiwei Xu et al.
  86. Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs ↗Kuan Lok Zhou, Jiayi Chen, Siddharth Suresh et al.
  87. Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning ↗Siqu Ou, Hongcheng Liu, Pingjie Wang et al.
  88. Brittle Minds, Fixable Activations: Understanding Belief Representations in Language Models ↗Matteo Bortoletto, Constantin Ruhdorfer, Lei Shi et al.
  89. Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation ↗Donghyeon Ko, Sohee Yang, Donghyun Kwak et al.
  90. CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation ↗Xi Xu, Wenda Xu, Siqi Ouyang et al.
  91. CAARMA: Class Augmentation with Adversarial Mixup Regularization ↗Massa Baali, Xiang Li, Hao Chen et al.
  92. CAC-CoT: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks ↗Sunguk Choi, Yonghoon Kwon, Heondeuk Lee
  93. CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering ↗Yumeng Wang, Zhiyuan Fan, Qingyun Wang et al.
  94. CAPE: A Chinese Dataset for Appraisal-based Emotional Generation in Large Language Models ↗June M. Liu, He Cao, Renliang Sun et al.
  95. CAPO: Confidence Aware Preference Optimization Learning for Multilingual Preferences ↗Rhitabrat Pokharel, Yufei Tao, Ameeta Agrawal
  96. CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ↗Taneesh Gupta, Shivam Shandilya, Xuchao Zhang et al.
  97. CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling ↗Mingyu Chen, Jingkai Lin, Zhaojie Chu et al.
  98. CCG: Rare-Label Prediction via Neural SEM–Driven Causal Game ↗Yijia Fan, Jusheng Zhang, Kaitong Cai et al.
  99. CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory ↗Haokun Zhao, Jinyi Han, Jiaqing Liang et al.
  100. CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task ↗Haosi Mo, Xinyu Ma, Xuebo Liu et al.

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