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

2,517 papers · page 3 of 26 · the most cited first · ← Findings of the Association for Computational Linguistics 2026

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  1. From Attack Surfaces to Actual Operations: A Survey of Modern LLM Jailbreaks ↗Ruikang Zhou, Changsheng Sun, Mark Huasong Meng1 citation
  2. From RAG to Agentic RAG for Faithful Islamic Question Answering ↗Gagan Bhatia, Hamdy Mubarak, Mustafa Jarrar et al.1 citation
  3. From Representation to Choice: Tracing Decision Emergence Across Languages in LLMs ↗Divyanshu Bhatt, Abhinav Joshi, Ujjaval Patel et al.1 citation
  4. GAPO: Robust Advantage Estimation for Real-World Code LLMs ↗Jianqing Zhang, Zhezheng Hao, Wei Xia et al.1 citation
  5. GAVEL: Evidence-Contract Debate with Mechanized Scrutiny for Provenance-Grounded Fact-Checking ↗Ruoyu Xu, Gaoxiang Li, Victor S. Sheng1 citation
  6. GFT: From Imitation to Reward Fine-Tuning with Unbiased Group Advantages and Dynamic Coefficient Rectification ↗Wangjie Gan, Miao Pan, Linbo Xi et al.1 citation
  7. Generative Floor Plan Design with LLMs via Reinforcement Learning with Verifiable Rewards ↗Luis Lara, Aristides Milios, ZhiHao Luo et al.1 citation
  8. Generative Interfaces for Language Models ↗Jiaqi Chen, Yanzhe Zhang, Yutong Zhang et al.1 citation
  9. Geometric Interpretation of Layer Normalization and a Comparative Analysis with RMSNorm ↗Akshat Gupta, Atahan Ozdemir, Caoqinwei Gong et al.1 citation
  10. GreekMMLU: A Native-Sourced Multitask Benchmark for Evaluating Language Models in Greek ↗Yang Zhang, Mersin Konomi, Christos Xypolopoulos et al.1 citation
  11. Ground Then Rank: Revisiting Knowledge-Based VQA with Training-Free Entity Identification ↗Qian Ma, Qiong Wu, Zhengyi Zhou et al.1 citation
  12. HARM: Learning Hate-Aware Reward Model for Evaluating Natural Language Explanations of Offensive Content ↗Lorenzo Puppi Vecchi, Alceu de Souza Britto Jr, Emerson Cabrera Paraiso et al.1 citation
  13. Harmful Factuality: LLMs Correcting What They Shouldn't ↗Mingchen Li, Hanzhi Zhang, Heng Fan et al.1 citation
  14. Health-ORSC-Bench: A Benchmark for Measuring Over-Refusal and Safety Completion in Health Context ↗Zhihao Zhang, Liting Huang, Guanghao Wu et al.1 citation
  15. Hey, That's My Data! Token-Only Dataset Inference in Large Language Models ↗Chen Xiong, Zihao Wang, Rui Zhu et al.1 citation
  16. HiGraAgent: Dual-Agent Adaptive Reasoning over Hierarchical Knowledge Graph for Open Domain Multi-hop Question Answering ↗Hung Luu, Long S. T. Nguyen, Trung Pham et al.1 citation
  17. Hierarchical User Intent Inference with Knowledge Graph Grounding ↗Tzu-Cheng Peng, Chien Chin Chen, Yung-Chun Chang1 citation
  18. HintPilot: LLM-based Compiler Hint Synthesis for Code Optimization ↗Hanyun Jiang, Peisen Yao, Kaiyue Li et al.1 citation
  19. Hire Your Anthropologist! Rethinking Culture Benchmarks Through an Anthropological Lens ↗Mai Alkhamissi, Yunze Xiao, Badr AlKhamissi et al.1 citation
  20. How Robust Are Large Language Models for Clinical Numeracy? An Empirical Study on Numerical Reasoning Abilities in Clinical Contexts ↗Minh-Vuong Nguyen, Fatemeh Shiri, Zhuang Li et al.1 citation
  21. Hybrid-Vector Retrieval for Visually Rich Documents: Combining Single-Vector Efficiency and Multi-Vector Accuracy ↗Juyeon Kim, Geon Lee, Dongwon Choi et al.1 citation
  22. I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search ↗Zujie Liang, Feng Wei, Wujiang Xu et al.1 citation
  23. IREASONER: Trajectory-Aware Intrinsic Reasoning Supervision for Self-Evolving Large Multimodal Models ↗Meghana Sunil, Manikandarajan Venmathimaran, Muthu Subash Kavitha1 citation
  24. Incentivizing In-depth Reasoning over Long Contexts with Process Advantage Shaping ↗Miao Peng, Weizhou Shen, Nuo Chen et al.1 citation
  25. Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification ↗Yuxuan Wan, Tianqing Fang, Zaitang LI et al.1 citation
  26. Inventive Problem Solving with LLMs: A Benchmark for TRIZ Reasoning ↗Zhu Wang, Brian Uzzi1 citation
  27. JEEM: Vision-Language Understanding in Four Arabic Dialects ↗Karima Kadaoui, Hanin Atwany, Hamdan Al-Ali et al.1 citation
  28. Knowing-but-Doing: Diagnosing and Defending Role-Play-Driven LLMs Jailbreaks via Moral Disengagement ↗Haiming Qin, Jianxun Lian, Qimin Zhong et al.1 citation
  29. LLM Inductive Reasoning Through Multi-Agent Enhanced Monte Carlo Tree Search ↗Xiang Li, Yucheng Zhou, Xiangzhi Wei et al.1 citation
  30. LLM-KT: Enhancing Large Language Models with Knowledge Tracing via Multi-Level Plug-and-Play Alignment ↗Ziwei Wang, Jie Zhou, Qin Chen et al.1 citation
  31. LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization ↗Jiaqi Tang, Yu Xia, Yi-Feng Wu et al.1 citation
  32. Language Model-Driven Data Pruning Enables Efficient Active Learning ↗Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha Ali Raza1 citation
  33. Large Language Models Are Effective Human Annotation Assistants, But Not Good Independent Annotators ↗Feng Gu, Zongxia Li, Carlos R. Colon et al.1 citation
  34. Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks ↗Jun Zhuang, Chaowen Guan1 citation
  35. Large Language Models for IT Automation Tasks: Are We There Yet? ↗Md. Mahadi Hassan, John Salvador, Akond Rahman et al.1 citation
  36. LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark ↗Guangyi Liu, Pengxiang Zhao, Liang Liu et al.1 citation
  37. Learning Through Dialogue: Engagement and Efficacy Matter More Than Explanations ↗Shaz Furniturewala, Gerard Christopher Yeo, Kokil Jaidka1 citation
  38. LiCoMemory: Lightweight and Cognitive Agentic Memory for Efficient Long-Term Reasoning ↗Zhengjun Huang, Zhoujin Tian, Qintian Guo et al.1 citation
  39. Listen, Pause, and Reason: Toward Perception-Grounded Hybrid Reasoning for Audio Understanding ↗Jieyi Wang, Yazhe Niu, Dexuan Xu et al.1 citation
  40. LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces ↗Yukang Feng, Jianwen Sun, Zelai Yang et al.1 citation
  41. MAVIS: Multi-Agent Video Retrieval via Structured Video Understanding ↗Jie Zhang, Qilang Ye, Hao Zhou et al.1 citation
  42. MCP-Guard: A Multi-Stage Defense-in-Depth Framework for Securing Model Context Protocol in Agentic AI ↗Wenpeng Xing, Zhonghao Qi, Yupeng Qin et al.1 citation
  43. MDTeamGPT: Mitigating Context Collapse and Enabling Self-Evolution in Medical Multi-Agent Reasoning ↗Kai Chen, Xinfeng Li, Tianpei Yang et al.1 citation
  44. MEAV: Model Editing with Alignment Vectors for inference time LLM alignment in single and multidomain preference spectrum ↗Sadat Shahriar, Zheng Qi, Nikolaos Pappas et al.1 citation
  45. MGPO: Thinking with Images via Multi-Turn Grounding-Based Reinforcement Learning ↗Xinyu Huang, Yuhao Dong, Weiwei Tian et al.1 citation
  46. MI-CXR: A Benchmark for Longitudinal Reasoning over Multi-Interval Chest X-rays ↗Sunghwan Steve Cho, Yunseok Han, Jaeyoung Do1 citation
  47. MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM ↗Woongkyu Lee, Junhee Cho, Jungwook Choi1 citation
  48. MathAgent: Adversarial Evolution of Constraint Graphs for Mathematical Reasoning Data Synthesis ↗Zixiong Yu, Jun Rao, Guhan Chen et al.1 citation
  49. MdEval: Massively Multilingual Code Debugging ↗Shukai Liu, Linzheng Chai, Jian Yang et al.1 citation
  50. Mechanistic Interpretability of Text-to-Image Diffusion Models via Cross-Attention Interventions ↗Maisha Maliha, Dean F. Hougen1 citation
  51. MedDCR: Learning to Design Agentic Workflows for Medical Coding ↗Jiyang Zheng, Islam Nassar, Thanh Vu et al.1 citation
  52. MemeWeaver: Inter-Meme Graph Reasoning for Sexism and Misogyny Detection ↗Paolo Italiani, David Gimeno-Gómez, Luca Ragazzi et al.1 citation
  53. MemoBrain: Executive Memory as an Agentic Brain for Reasoning ↗Hongjin Qian, Zhao Cao, Zheng Liu1 citation
  54. MoE Adapter for Large Audio Language Models: Sparsity, Disentanglement, and Gradient-Conflict-Free ↗Yishu Lei, Shuwei He, Hu Jing et al.1 citation
  55. Modeling Turn-Taking with Semantically Informed Gestures ↗Varsha Suresh, M. Hamza Mughal, Christian Theobalt et al.1 citation
  56. MuBench: Assessment of Multilingual Capabilities of Large Language Models Across 61 Languages ↗Wenhan Han, Yifan Zhang, Zhixun Chen et al.1 citation
  57. MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models ↗Junjie Ye, Caishuang Huang, Zhuohan Chen et al.1 citation
  58. Multi-LLM Collaborative Search for Complex Problem Solving ↗Sen Yang, Yafu Li, Wai Lam et al.1 citation
  59. Multi-Persona Thinking for Bias Mitigation in Large Language Models ↗Yuxing Chen, Guoqing Luo, Zijun Wu et al.1 citation
  60. NL2Logic: AST-Guided Translation of Natural Language into First-Order Logic with Large Language Models ↗Rizky Ramadhana Putra, Raihan Sultan Pasha Basuki, Yutong Cheng et al.1 citation
  61. Negative-Aware Diffusion Process for Temporal Knowledge Graph Extrapolation ↗Yanglei Gan, Peng He, Yuxiang Cai et al.1 citation
  62. Neural network embeddings recover value dimensions from psychometric survey items on par with human data ↗Max Pellert, Clemens M Lechner, Indira Sen et al.1 citation
  63. Nuanced Toxicity Detection in Spanish: A New Corpus and Benchmark Study ↗Alba María Mármol-Romero, Robiert Sepúlveda-Torres, Estela Saquete et al.1 citation
  64. On-Policy Self-Distillation for Efficient Diffusion Language Models with Early-Stage Calibration ↗Huaisheng Zhu, MingYu Liu, Junze Liu et al.1 citation
  65. PAC-BENCH: Evaluating Multi-Agent Collaboration under Privacy Constraints ↗Minjun Park, Donghyun Kim, Hyeonjong Ju et al.1 citation
  66. PATS: Personality-Aware Teaching Strategies with Large Language Model Tutors ↗Donya Rooein, Sankalan Pal Chowdhury, Mariia Eremeeva et al.1 citation
  67. POP: Prefill-Only Pruning for Efficient Large Model Inference ↗Junhui He, Zhihui Fu, Jun Wang et al.1 citation
  68. POSTCONDBENCH: Benchmarking Correctness and Completeness in Formal Postcondition Inference ↗Gehao Zhang, Juan Zhai1 citation
  69. Persona-Assigned Large Language Models Exhibit Human-Like Motivated Reasoning ↗Saloni Dash, Amélie Reymond, Emma Spiro et al.1 citation
  70. Persona-driven Simulation of Voting Behavior in the European Parliament with Large Language Models ↗Maximilian Kreutner, Marlene Lutz, Markus Strohmaier1 citation
  71. PersonaAgent: Bridging Memory and Action for Personalized LLM Agents ↗Weizhi Zhang, Xinyang Zhang, Chenwei Zhang et al.1 citation
  72. Personal Information Parroting in Language Models ↗Nishant Subramani, Kshitish Ghate, Mona T. Diab1 citation
  73. Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey ↗Seunghyuk Cho, Zhenyue Qin, Yang Liu et al.1 citation
  74. Polynomial Expansion Rank Adaptation: Enhancing Low-Rank Fine-Tuning with High-Order Interactions ↗Wenhao Zhang, Lin Mu, Li Ni et al.1 citation
  75. Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning ↗Yibo Yan, Shen Wang, Jiahao Huo et al.1 citation
  76. Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection ↗Muhammad Alif Al Hakim, Alfan Farizki Wicaksono, Fajri Koto1 citation
  77. Pretraining Language Models for Diachronic Linguistic Change Discovery ↗Elisabeth Fittschen, Sabrina Xin Li, Tom Lippincott et al.1 citation
  78. Process Evaluation for Agentic Systems ↗Milan Gritta, Debjit Paul, Xiaoguang Li et al.1 citation
  79. ProxyPrompt: Securing System Prompts against Prompt Extraction Attacks ↗Zhixiong Zhuang, Maria-Irina Nicolae, Hui-Po Wang et al.1 citation
  80. PsyScore: A Psychometrically-Aware Framework for Trait-Adaptive Essay Scoring and ZPD-Scaffolded Feedback ↗Wei Xia, Jin Wu, Haoran Shi et al.1 citation
  81. PsychEthicsBench: Evaluating Large Language Models Against Australian Mental Health Ethics ↗Yaling Shen, Stephanie Fong, Yiwen Jiang et al.1 citation
  82. PsychEval: A Multi-Session and Multi-Therapy Benchmark for High-Realism AI Psychological Counselor ↗Qianjun Pan, Junyi Wang, Jie Zhou et al.1 citation
  83. QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation ↗Dehai Min, Kailin Zhang, Tongtong Wu et al.1 citation
  84. QueStER: Query Specification for Generative Keyword-Based Retrieval ↗Arthur Satouf, Yuxuan Zong, Habiboulaye Amadou Boubacar et al.1 citation
  85. RA-RRG: Multimodal Retrieval-Augmented Radiology Report Generation with Key Phrase Extraction ↗Jonggwon Park, Byungmu Yoon, Soobum Kim et al.1 citation
  86. RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding ↗Zihong Zhang, Zuchao Li, Lefei Zhang et al.1 citation
  87. RAVR: Reference-Answer-guided Variational Reasoning for Large Language Models ↗Tianqianjin Lin, Xi Zhao, Xingyao Zhang et al.1 citation
  88. ROSCO-Omni: Multimodal LLM-Based Communication Understanding for Non- and Minimally-Speaking Autistic Individuals ↗Siddhant Bikram Shah, Kristina T. Johnson1 citation
  89. Rad-Flamingo: A Multimodal Prompt driven Radiology Report Generation Framework with Patient-Centric Explanations ↗Md. Tousin Akhter, Devansh Lalwani, Kshitij Sharad Jadhav et al.1 citation
  90. ReAttn: Improving Attention-based Re-ranking via Attention Re-weighting ↗Yuxing Tian, Fengran Mo, Weixu Zhang et al.1 citation
  91. RealFin: How Well Do LLMs Reason About Finance When Users Leave Things Unsaid? ↗Yuyang Dai, Yan Lin, Zhuohan Xie et al.1 citation
  92. RealSec-bench: A Benchmark for Evaluating Secure Code Generation in Real-World Repositories ↗Yanlin Wang, Ziyao Zhang, Chong Wang et al.1 citation
  93. Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know? ↗Zhiting Mei, Christina Zhang, Tenny Yin et al.1 citation
  94. Reducing Hallucinations in LLMs via Factuality-Aware Preference Learning ↗Sindhuja Chaduvula, Ahmed Y. Radwan, Azib Farooq et al.1 citation
  95. ReflexiCoder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement Learning ↗Juyong Jiang, Jiasi Shen, Sunghun Kim et al.1 citation
  96. Remedy-R: Generative Reasoning for Machine Translation Evaluation without Error AnnotationsShaomu Tan, Ryosuke Mitani, Ritvik Choudhary et al.1 citation · our summary
  97. RepoShapley: Shapley-Enhanced Context Filtering for Repository-Level Code Completion ↗Yu Huo, Kun Zeng, Siyu Zhang et al.1 citation
  98. Rerank Before You Reason: Analyzing Reranking Tradeoffs through Effective Token Cost in Deep Search Agents ↗Sahel Sharifymoghaddam, Jimmy Lin1 citation
  99. Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation ↗Haonan Shangguan, Xiaocui Yang, Shi Feng et al.1 citation
  100. Rethinking Assessments of Prompt Injection Attacks ↗Chi Cui, Yixin Wu, Michael Backes et al.1 citation

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