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Findings of the Association for Computational Linguistics 2026: all accepted papers

2,517 papers · page 5 of 26 · the most cited first · ← Findings of the Association for Computational Linguistics 2026

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  1. A2O: LLM-based Agentic Learning of Action-to-Object Features for Video Action Recognition ↗Taiki Sekii, Fumiaki Sato
  2. ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development ↗Jie Yang, Honglin Guo, Li Ji et al.
  3. ACR: Adaptive Context Refactoring via Context Refactoring Operators for Multi-Turn Dialogue ↗Jiawei Shen, Jia Zhu, Hanghui Guo et al.
  4. ACSE: An Ancient Character Semantic-Aware Embedding for Large Language Models ↗Zhihan Zhou, Daqian Shi, Lida Shi et al.
  5. ADaPT: Token-Level Decoupling for Efficient Large Reasoning Models ↗Tingyun li, Zishang Jiang, Jinyi Han et al.
  6. AED-RAG: Continuous Multi-Granular Context Fusion for Retrieval-Augmented Generation via Adaptive Ensemble Decoding ↗Junzhe Zhou, Fulin Lin, Tairan Cheng et al.
  7. AEQ-Bench: Measuring Empathy of Omni-Modal Large Models ↗Xuan Luo, Lewei Yao, Lanqing Hong et al.
  8. AFMRL: Attribute-Enhanced Fine-Grained Multi-Modal Representation Learning in E-commerce ↗Biao Zhang, Lixin Chen, Bin Zhang et al.
  9. AGGC: Adaptive Group Gradient Clipping for Stabilizing Large Language Model Training ↗Zhiyuan Li, Yuan Wu, Yi Chang
  10. AGIC: Attention-Guided Image Captioning to Improve Caption Relevance ↗L. D. M. S. Sai Teja, Ashok Urlana, Pruthwik Mishra
  11. AGTAO: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonality ↗Pengyu Li, Lingling Zhang, Zhitao Gao et al.
  12. AHA: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives ↗Yanxi Chen, Wenhui Zhu, Xiwen Chen et al.
  13. AHEAD: Attention Head Energy-Aware Dynamics for Hallucination Mitigation in MLLMs ↗Jiale Chang, Ying Li, Siliang Tang et al.
  14. AI Agents for the Science of Science: A Survey of Tasks, Architectures, Evaluations, and Challenges ↗Yixuan Liu, Yicheng Zhang
  15. AICA-Bench: Holistically Examining the Capabilities of VLMs in Affective Image Content Analysis ↗Dong She, Xianrong Yao, Liqun Chen et al.
  16. AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation ↗Wentao Shi, Yu Wang, Yuyang Zhao et al.
  17. ALGOGEN: Tool-Generated Verifiable Traces for Reliable Algorithm Visualization ↗Liaokunpeng, Yuexiao Ma, Yisheng Lin et al.
  18. AMA: Adaptive Memory via Multi-Agent Collaboration ↗Weiquan Huang, Zixuan Wang, Hehai Lin et al.
  19. AMO-Bench: Large Language Models Still Struggle in High School Math Competitions ↗Junlin Liu, Shengnan An, Shuang Zhou et al.
  20. ANCHOR: LLM-driven Subject Conditioning for Text-to-Image Synthesis ↗Aashish Anantha Ramakrishnan, Sharon X Huang, Dongwon Lee
  21. AOT*: Efficient Synthesis Planning via LLM-Empowered AND-OR Tree Search ↗Xiaozhuang Song, Xuanhao Pan, Xinjian Zhao et al.
  22. APEX: Learning Adaptive Priorities for Multi-Objective Alignment in Vision-Language Generation ↗Dongliang Chen, Xinlin Zhuang, Junjie Xu et al.
  23. ARC: Active and Reflection-driven Context Management for Long-Horizon Information Seeking Agents ↗Yilun Yao, Shan Huang, Elsie Dai et al.
  24. ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models ↗Zhangyue Yin, Qiushi Sun, Zhiyuan Zeng et al.
  25. ARM2: Adaptive Reasoning Model with Vision Understanding and Executable Code ↗Jian Xie, Zhendong Chu, Aoxiao Zhong et al.
  26. AROMA: Augmented Reasoning Over a Multimodal Architecture for Virtual Cell Genetic Perturbation Modeling ↗Wang Zhenyu, Geyan Ye, Wei Liu et al.
  27. ART: Adaptive Reasoning Trees for Explainable Claim Verification ↗Sahil Wadhwa, Himanshu Kumar, Guanqun Yang et al.
  28. ART: Attention-Regularized Transformers for Multi-Modal Robustness ↗Mohammed Bouri, Mohammed Erradi, Adnane Saoud
  29. ATAAT: Adaptive Threat-Aware Adversarial Tuning Framework against Backdoor Attacks on Vision-Language-Action Models ↗Kewei Chen, Yayu Long, Shuai Li et al.
  30. ATLAS: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning ↗Jinyang Wu, Guocheng Zhai, Ruihan Jin et al.
  31. AUDITA: A New Dataset to Audit Humans vs. AI Skill at Audio QA ↗Tasnim Kabir, Dmytro Kurdydyk, Aadi Palnitkar et al.
  32. AURORA: Neuro-Symbolic Continual Indexing for Evolving RAG Systems ↗Manoj Saravanan, Rohit Kumar Salla, Ramya Manasa Amancherla
  33. AVA: Attentive VLM Agent for Mastering StarCraft II ↗Weiyu Ma, Yuqian Fu, Zecheng Zhang et al.
  34. AWARE: Agentic Knowledge Warehousing for Contextual Intelligence ↗Hongjin Qian, Siqi Bao, Zhao Cao et al.
  35. Abstractive Summarization of Bengali Academic Videos Based on Audio Subtitles ↗Lamisa Bintee Mizan Deya, Farhatun Shama, Abdul Aziz et al.
  36. Accelerating LLM Fine-Tuning via Embedding Knowledge Transfer ↗Meishu Peng, Ziyue Zhang, Yi Zhang et al.
  37. Accelerating Prefilling via Decoding-time Contribution Sparsity ↗Zhiyuan He, Yike Zhang, Chengruidong Zhang et al.
  38. Accelerating Training of Autoregressive Video Generation Models via Local Optimization with Representation Continuity ↗Yucheng Zhou, Jianbing Shen
  39. Across Programming Language Silos: A Study on Cross-Lingual Retrieval-Augmented Code Generation ↗Qiming Zhu, Jialun Cao, Xuanang Chen et al.
  40. Activation Reward Models for Few-Shot Model Alignment ↗Tianning Chai, Chancharik Mitra, Brandon Huang et al.
  41. Activation Steering for Chain-of-Thought Compression ↗Seyedarmin Azizi, Erfan Baghaei Potraghloo, Souvik Kundu et al.
  42. Active Learning with Non-Uniform Costs for African Natural Language Processing ↗Bonaventure F. P. Dossou, Ines Arous, Audrey Durand et al.
  43. ActorMind: Emulating Human Actor Reasoning for Speech Role-Playing ↗Xi Chen, Wei Xue, Yike Guo
  44. Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models ↗Ruiran Su, Markus Leippold, Janet B. Pierrehumbert
  45. AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing ↗Zhenhua Xu, Dongsheng Chen, Shuo Wang et al.
  46. AdaTooler-V: Adaptive Tool-Use for Images and Videos ↗Chaoyang Wang, Kaituo Feng, Dongyang Chen et al.
  47. AdapThink: Adaptive Thinking Preferences for Reasoning Language Models ↗Wenyue Xu, Xu Wan, Wei Wang et al.
  48. AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models ↗Yimin Deng, Yejing Wang, Zhenxi Lin et al.
  49. Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning ↗Yiming Huang, Zhenbo Shi, Shuzheng Gao et al.
  50. AdaptEvolve: Improving Efficiency of Evolutionary AI Agents through Adaptive Model Selection ↗Pretam Ray, Pratik Prabhanjan Brahma, Zicheng Liu et al.
  51. Adapting Where It Matters: Depth-Aware Adaptation for Efficient Multilingual Speech Recognition in Low-Resource Languages ↗Yang Xiao, Eun-Jung Holden, Ting Dang
  52. Adaptive Backtracking for Privacy Protection in Large Language Models ↗Zhihao Yao, Yuxuan Gu, Xiachong Feng et al.
  53. Adaptive Data Collection for Latin-American Community-sourced Evaluation of Stereotypes (LACES) ↗Guido Ivetta, Pietro Palombini, Sofía Martinelli et al.
  54. Adaptive Layer Selection for Layer-Wise Token Pruning in LLM Inference ↗Rei Taniguchi, Yuyang Dong, Makoto Onizuka et al.
  55. Adaptive Prompt Optimization for Open-Ended Tasks: Uncertainty Preference as a Secondary Signal ↗Shuyang Zhang, Zhixuan Liu, Zhichen Dong et al.
  56. Adaptive Test-Time Compute Allocation with Evolving In-Context Demonstrations ↗Bowen Zuo, Dongruo Zhou, Yinglun Zhu
  57. Adaptive Zooming via Relevance-Informed Positional Resource Allocation for Training-free LLM Context Extension ↗Hongbo Zhao, Huibin Wang, Bin Tang et al.
  58. Adaptive and Representative Multi-Interest Modeling for Recommendation with Large Language Model ↗Ziyan Wang, Yingpeng Du, Tianjun Wei et al.
  59. AdaptiveK: Complexity-Driven Sparse Autoencoders for Interpretable Language Model Representations ↗Yifei Yao, Hanrong Zhang, Mengnan Du
  60. Addressing Overthinking in Large Vision-Language Models via Gated Perception-Reasoning Optimization ↗Xingjian Diao, Zheyuan Liu, Chunhui Zhang et al.
  61. Adversarial Decoding: Generating Readable Documents for Adversarial Objectives ↗Collin Zhang, Tingwei Zhang, Vitaly Shmatikov
  62. Adversarial Yet Cooperative: Multi-Perspective Reasoning in Retrieved-Augmented Language Models ↗Can Xu, Lingyong Yan, Jiayi Wu et al.
  63. AffectCodec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling ↗Jiacheng Shi, Hongfei Du, Xinyuan Song et al.
  64. Affectron: Emotional Speech Synthesis with Affective and Contextually Aligned Nonverbal Vocalizations ↗Deok-Hyeon Cho, Hyung-Seok Oh, Seung-Bin Kim et al.
  65. AfriMMT-EA: Multi-domain Machine Translation for Low-Resource East African Languages ↗Naome A Etori, Kelechi Ezema, Nathaniel Romney Robinson et al.
  66. Afrispeech Semantics: Evaluating Audio–Semantic Reasoning in Spoken Language Models Across Domains and Accents ↗Chibuzor Okocha, Christan Grant
  67. Agent for Numerical Data Retrieval and Understanding by Code Generation and Multimodal Reasoning ↗Florian Baud, Feda Almuhisen, Dorian Midou
  68. Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning ↗Zheng Wu, Xingyu Lou, Xinbei Ma et al.
  69. Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models ↗Xudong Wang, Chaoning Zhang, Chenghao Li et al.
  70. AgentGC: Evolutionary Learning-based Lossless Compression for Genomics Data with LLM-driven Multiple Agent ↗Sun Hui, Ding Yanfeng, Huidong Ma et al.
  71. AgentV-RL: Scaling Reward Modeling with Agentic Verifier ↗Jiazheng Zhang, Ziche Fu, Zhiheng Xi et al.
  72. Agentic Conversational Search with Contextualized Reasoning via Reinforcement Learning ↗Fengran Mo, Yifan Gao, Sha Li et al.
  73. Agentic Episodic Control ↗Xidong Yang, Wenhao Li, Junjie Sheng et al.
  74. Agentic-R: Learning to Retrieve for Agentic Search ↗Wenhan Liu, Xinyu Ma, Yutao Zhu et al.
  75. Aggregating Crowd of LLMs for Cost-Effective Data Annotation ↗Jiacheng Liu, Xiaofeng Hou
  76. Agree, Disagree, Explain: Decomposing Human Label Variation in NLI through the Lens of Explanations ↗Pingjun Hong, Beiduo Chen, Siyao Peng et al.
  77. AlgBench: To What Extent Do Large Reasoning Models Understand Algorithms? ↗Henan Sun, Kaichi Yu, Yuyao Wang et al.
  78. Align Documents to Questions: Question-Oriented Document Rewriting for Retrieval-Augmented Generation ↗Jiaang Li, Zhendong Mao, Quan Wang et al.
  79. Aligning What LLMs Do and Say: Towards Self-Consistent Explanations ↗Sahar Admoni, Ofra Amir, Assaf Hallak et al.
  80. Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs ↗Byeonggeuk Lim, JungMin Yun, Junehyoung Kwon et al.
  81. Alignment Data Map for Efficient Preference Data Selection and Diagnosis ↗Seohyeong Lee, Eunwon Kim, Hwaran Lee et al.
  82. Alignment Tuning for Large Language Models: A Data-Centric Lens on Alignment Data Pipelines ↗Hwanjun Song
  83. All Prompts Are Created Equal? Evaluating Robustness of LLM Judges Against Non-Adversarial Prompt Variations ↗Savita Bhat, Vasudeva Varma
  84. Almieyar-Oryx-BloomBench: A Bilingual Multimodal Benchmark for Cognitively Informed Evaluation of Vision-Language Models ↗Mohammad Mahdi Abootorabi, Omid Ghahroodi, Anas Madkoor et al.
  85. AlphaEdit+: Model Editing in the Presence of Conflicting and Inconsistent Knowledge ↗Qing Liu, Jianhao Zhang, Ou Wu et al.
  86. AlphaQT-Bench: Diagnosing the Gap between Financial Code Generation and Quantitative Reasoning in LLMs ↗Sichun Luo, Yi Huang, Shichang Meng et al.
  87. An Answer is just the Start: Related Insight Generation for Open-Ended Document-Grounded QA ↗Saransh Sharma, Pritika Ramu, Aparna Garimella et al.
  88. An Iterative Utility Judgment Framework Inspired by Philosophical Relevance via LLMs ↗Hengran Zhang, Keping Bi, Jiafeng Guo et al.
  89. An LLM-Embedding Semantic Adaptation Network for Post-level Semantic Drift Evaluation ↗Ning Chen, Mingyu Kang, Jie Li et al.
  90. Analysing Differences in Persuasive Language in LLM-Generated Text: Uncovering Stereotypical Gender Patterns ↗Amalie Brogaard Pauli, Maria Barrett, Max Müller-Eberstein et al.
  91. Analysing the Safety Pitfalls of Steering Vectors ↗Yuxiao Li, Alina Fastowski, Efstratios Zaradoukas et al.
  92. AnalystBench: Benchmarking professional long-form report generation with web-mined multimodal tasks ↗Chau Minh Pham, Zichao Wang, Puneet Mathur et al.
  93. Analyze Like a Venture Capitalist: Information-Gain and Knowledge Enhanced Graph Reasoning for Startup Success Prediction ↗Haoyu Pei, Zhongyang Liu, Xiangyi Xiao et al.
  94. Analyzing LLM Instruction Optimization for Tabular Fact Verification ↗Xiaotang Du, Giwon Hong, Wai-Chung Kwan et al.
  95. Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning ↗Anna Borisiuk, Andrey Savchenko, Alexander Panchenko et al.
  96. AnchorAlign: A Novel Anchor Alignment-enhanced Generative Method for Joint Named Entity Recognition and Relation Extraction ↗Xiaolong Weng, Yuanyun Zhou, Boyu Qiu et al.
  97. AnchorMem: Anchored Facts with Associative Contexts for Building Memory in Large Language Models ↗Zhanyu Shen, Sijie Cheng, Zhicheng Guo et al.
  98. Anchored Cyclic Generation: A Novel Paradigm for Long-Sequence Symbolic Music Generation ↗Boyu Cao, Lekai Qian, Dehan Li et al.
  99. Anonpsy: A Graph-Based Framework for Structure-Preserving De-identification of Psychiatric Narratives ↗Kyungho Lim, Byung-Hoon Kim
  100. Answering Cross-Dimensional Geometric Visual Questions by Multi-constraint Spatial Reasoning ↗Dongling Li, Qi Chen, Jianxing Yu et al.

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