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ACL 2026: all accepted papers

2,650 papers · page 22 of 27 · the most cited first · ← ACL 2026

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  1. SAGE: A Search-AuGmented Evaluation of Large Language Models on Free-Form QA ↗Sher Badshah, Ali Emami, Hassan Sajjad · Long Papers
  2. SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation ↗Shuo Yang, Zheyu Zhang, Bardh Prenkaj et al. · Long Papers
  3. SAGE: Synergistic Adaptive Gating of Experts for Hateful Video Detection ↗Jie Huang, Xin Liao, Junjie Wang et al. · Long Papers
  4. SAIR-Comb : A Structure-Aware Iterative Refinement Framework for Combinatorics Autoformalization ↗Weijie Jiang, Gaolei He, Beibei Xiong et al. · Long Papers
  5. SAJA: A Simple Approach to Judge Alignment for LLM-as-a-Judge ↗Sneha Kola, Pankaj Kumar Sharma, Soumyadeep Dey et al. · Industry Track
  6. SAME: Safety-Aware Model Editing Guided by Safety Transformation ↗Jiayi Wang, Shipeng Wang, Ji Wu et al. · Long Papers
  7. SAME: Signer-Aware Mixture-of-Experts for Test-Time Adaptation in Sign Language Translation ↗Lujia Yang, Weicai Yan, Yongbo He et al. · Long Papers
  8. SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking ↗Weiyang Huang, Xuefeng Bai, Kehai Chen et al. · Long Papers
  9. SATQuest: A Verifier for Logical Reasoning Evaluation and Reinforcement Fine-Tuning of LLMs ↗Yanxiao Zhao, Yaqian Li, Zihao Bo et al. · Long Papers
  10. SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs ↗Prateek Chaturvedi, Yuqicheng Zhu, Hongkuan Zhou et al. · Industry Track
  11. SCAN: Structured Capability Assessment and Navigation for LLMs ↗Zongqi Wang, Tianle Gu, Chen Gong et al. · Long Papers
  12. SCOPE: Boosting LLM Efficiency with Scoped Position Encoding ↗Qingguo Qi, Hongyang Chen, Zhao Li · Long Papers
  13. SCVQ: Sparse-Compensated Vector Quantization for Large Language Models ↗Zixuan Zhou, Yujun Diao, Zicheng Kong et al. · Long Papers
  14. SDiaReward: Modeling and Benchmarking Spoken Dialogue Rewards with Modality and Colloquialness ↗Jingyu Lu, Yuhan Wang, Fan Zhuo et al. · Long Papers
  15. SEA-BED: How Do Embedding Models Represent Southeast Asian Languages? ↗Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Raymond Ng et al. · Long Papers
  16. SEARL: Joint Optimization of Policy and Tool Graph Memory for Self-Evolving Agents ↗Xinshun Feng, Xinhao Song, Lijun Li et al. · Long Papers
  17. SED-SFT: Selectively Encouraging Diversity in Supervised Fine-Tuning ↗Yijie Chen, Yijin Liu, Fandong Meng · Short Papers
  18. SEE: Signal Embedding Energy for Quantifying Noise Interference in Large Audio Language Models ↗Yuanhe Zhang, Jiayu Tian, Yibo Zhang et al. · Long Papers
  19. SELECting over Tokens: Curating Pre-training Data at Scale via Token Classification ↗Xin Tong, Weidong Zhang, Jiaang Li et al. · Long Papers
  20. SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe ↗Yuxin Xiao, Shujian Zhang, Marzyeh Ghassemi et al. · Long Papers
  21. SGPVT: Self-Generated Proximal Visual Tokens for Mitigating Proximal Collateral Damage in MLLM Unlearning ↗Jiaqi Li, Zhijing Zhang, Jiahui Geng et al. · Long Papers
  22. SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger ↗Sunguk Shin, Fangzhao Wu, Byung-Jun Lee et al. · Long Papers
  23. SGVEF-LOOP: Coverage-Guided Progressive Topological Exploration and Fact-Grounded Metamorphic Evaluation for MCP Agents ↗Zenghao Liu, Yansong Zhang · Long Papers
  24. SHAPE: Stage-aware Hierarchical Advantage via Potential Estimation for LLM Reasoning ↗Zhengyang Ai, Zikang Shan, Xiaodong Ai et al. · Long Papers
  25. SHARP: Self-adaptive Harmful Category-aware Prompt Generation for Black-box Jailbreaking ↗Yingjie Xue, Xingyou Xia, Jun Zhang et al. · Long Papers
  26. SILO-BENCH: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems ↗Yuzhe Zhang, Feiran Liu, Yi Shan et al. · Long Papers
  27. SLICEFORMER: Static Program Slicing Using Language Models With Dataflow-Aware Pretraining and Constrained Decoding ↗Pengfei He, Shaowei Wang, Tse-Hsun Chen et al. · Long Papers
  28. SLR: Automated Synthesis for Scalable Logical Reasoning ↗Lukas Helff, Ahmad Omar, Felix Friedrich et al. · Long Papers
  29. SLoRA: Balancing Plasticity and Forgetting in Large Language Models for Continual Learning ↗Lina Yang, Yusheng Liao, Yanfeng Wang et al. · Long Papers
  30. SMART: Evaluating LLMs' Mathematical Reasoning via a Human Cognitive Process-Inspired Benchmark ↗Yujie Hou, Mei Wang, Yaoyao Zhong et al. · Long Papers
  31. SMARTER: A Data-efficient Framework to Improve Toxicity Detection with Explanation via Self-augmenting Large Language Models ↗Huy Nghiem, Advik Sachdeva, Hal Daumé Iii · Long Papers
  32. SMILE-Next: Teaching Large Language Models to Detect, Classify, and Reason about Laughter ↗Lee Jung-Mok, Kim Sung-Bin, Joohyun Chang et al. · Long Papers
  33. SOAPTriage: SOAP-Guided Multi-View Clinical Text Modeling Framework for Automated ESI Prediction ↗Enming Wang, Jianlei Wang, Xueping Peng et al. · Long Papers
  34. SOAR: Supervision from Observation for Agentic Reinforcement Learning ↗Meng Li, Lei Li, Xiting Wang et al. · Long Papers
  35. SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization ↗Yuncheng Hua, Sion Weatherhead, Mehdi Jafari et al. · Long Papers
  36. SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling ↗Yupeng Chang, Yuan Wu, Yi Chang · Long Papers
  37. SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models ↗Binxian Su, Haoye Lou, Shucheng Zhu et al. · Long Papers
  38. SPARD: Self-Paced Curriculum for RL Alignment via Integrating Reward Dynamics and Data Utility ↗Xuyang Zhi, Peilun Zhou, Chengqiang Lu et al. · Long Papers
  39. SPARK: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning ↗Jinyang Wu, Shuo Yang, Yuhao Shen et al. · Long Papers
  40. SPARKLE: A Structured and Plug-and-play Agentic Retrieval Policy for Adaptive RAG Models ↗Jinyuan Fang, Zaiqiao Meng, Craig Macdonald · Long Papers
  41. SPEAK: Spiking Neurons as an Entropy-Aware Tokenizer for Large Language Models ↗Ming Chen, Wenyao Li, Chao Liang et al. · Long Papers
  42. SPENCE: A Syntactic Probe for Detecting Contamination in NL2SQL Benchmarks ↗Mohammadtaher Safarzadeh, Hitesh Laxmichand Patel, Afshin Oroojlooy et al. · Long Papers
  43. SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks ↗Tianyi Wang, Yixia Li, Long Li et al. · Long Papers
  44. SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL ↗Harper Hua, Zhen Han, Zhengyuan Shen et al. · Long Papers
  45. SRA: Span Representation Alignment for Large Language Model Distillation ↗Quoc Phong Dao, Hoang Son Nguyen, Pham Khanh Chi et al. · Long Papers
  46. SSA: Improving Performance With a Better Scoring Function ↗Omar Naim, Swarnadeep Bhar, Jerome Bolte et al. · Long Papers
  47. SSG: Logit-Balanced Vocabulary Partitioning for LLM Watermarking ↗Chenxi Gu, Xiaoning Du, John C. Grundy · Long Papers
  48. SSR-A: Spatial- and Semantic-Aware Instructions and Curriculum Reinforcement for Advertisement Compliant Rectification ↗Cao Te, Mengge Xue, Zhenyu Hu et al. · Industry Track
  49. STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training ↗Qiuyi Qi, Tian Liang, Mutian Bao et al. · Long Papers
  50. STEM: Structure-Tracing Evidence Mining for Knowledge Graphs-Driven Retrieval-Augmented Generation ↗Peng Yu, En Xu, Bin Chen et al. · Long Papers
  51. STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation ↗Shuyuan Zhao, Wei Chen, Weijie Zhang et al. · Long Papers
  52. STRIDE-ED: A Strategy-Grounded Stepwise Reasoning Framework for Empathetic Dialogue Systems ↗Hongru Ji, Yuyin Fan, Meng Zhao et al. · Long Papers
  53. SURE or Not? Investigating Semantic Understanding in Dense Retrieval Models ↗Lingdi Kong, Xuanang Chen, Ben He et al. · Long Papers
  54. SWAN: Semantic Watermarking with Abstract Meaning RepresentationZiping Ye, Gourab Dey, Christos Christodoulopoulos et al. · Long Papersour summary
  55. S\textasciicircum4: Operationalizing Speech Act Theory for Strategic Semi-Structured Psychiatric Interview ↗Guanqun Bi, Zhoufu Liu, Zhuang Chen et al. · Long Papers
  56. Saber: Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model in Code Generation ↗Yihong Dong, Zhaoyu Ma, Xue Jiang et al. · Long Papers
  57. Safe-FedLLM: Delving into the Safety of Federated Large Language Models ↗Mingxiang Tao, Yu Tian, Wenxuan Tu et al. · Long Papers
  58. SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator ↗Xueyang Zhou, Weidong Wang, Lin Lu et al. · Long Papers
  59. SafeMCP: Proactive Power Regulation for LLM Agent Defense via Environment-Grounded Look-Ahead Reasoning ↗Lichao Wang, ZhaoXing Ren, Tianzhuo Yang et al. · Long Papers
  60. SafeMT: Multi-turn Safety for Multimodal Language Models ↗Han Zhu, Juntao Dai, Jiaming Ji et al. · Long Papers
  61. Safeguarding LLM Fine-tuning via Push-Pull Distributional Alignment ↗Haozhong Wang, Zhuo Li, Yibo Yang et al. · Long Papers
  62. Safety-Utility Conflicts Are Not Global: Surgical Alignment via Head-Level Diagnosis ↗Wang Cai, Yilin Wen, Jinchang Hou et al. · Long Papers
  63. SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory ↗Hao Wang, Ziyi Ni, Huacan Wang et al. · Long Papers
  64. ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models ↗Jiasheng Zheng, Xin Zheng, Boxi Cao et al. · System Demonstrations
  65. Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning ↗Zelin Tan, Hejia Geng, Xiaohang Yu et al. · Long Papers
  66. Scaling Law for Multimodal Large Language Model Supervised Fine-Tuning ↗YiFan Zhang, Tao Yu, Feng Li et al. · Long Papers
  67. Scaling Laws for Code: A More Data-Hungry RegimeXianzhen Luo, Wenzhen Zheng, Qingfu Zhu et al. · Long Papersour summary
  68. Scaling Test-Time Compute to Achieve IOI Gold Medal with Open-Weight Models ↗Mehrzad Samadi, Aleksander Ficek, Sean Narenthiran et al. · Long Papers
  69. SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes ↗Chuhan Wang, Xintong Li, Jennifer Yuntong Zhang et al. · Long Papers
  70. ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery ↗Shahar Levy, Eliya Habba, Reshef Mintz et al. · System Demonstrations
  71. SchemaRAG: Dynamic Large Schema Reduction for LLM-driven Structured Information Extraction ↗Sin Yu Bonnie Ho, Arlie Coles, Erik Larsson et al. · Industry Track
  72. Schoenfeld's Anatomy of Mathematical Reasoning by Language Models ↗Ming Li, Chenrui Fan, Yize Cheng et al. · Long Papers
  73. ScholaWrite: A Dataset of End-to-End Scholarly Writing ↗Khanh Chi Le, Linghe Wang, Minhwa Lee et al. · Long Papers
  74. SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models ↗Yiyang Gu, Junwei Yang, Junyu Luo et al. · Long Papers
  75. SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing ↗Tong Zhang, Honglin Lin, Zhou Liu et al. · Long Papers
  76. SciMDR: Advancing Scientific Multimodal Document Reasoning ↗Ziyu Chen, Yilun Zhao, Chengye Wang et al. · Long Papers
  77. SciPedia: Unlocking the Value of Scientific Data for Pre-training ↗Yiwei Qin, Zhen Huang, Tiantian Mi et al. · Long Papers
  78. SeDev: Structured Semantic Exploration for LLM-Driven Code Generation ↗Ronghui Yang, Jie Liu, Jiajie Zeng et al. · Long Papers
  79. SeLaR: Selective Latent Reasoning in Large Language Models ↗Renyu Fu, Guibo Luo · Long Papers
  80. Search-P1: Path-Centric Reward Shaping for Stable and Efficient Agentic RAG Training ↗Tianle Xia, Ming Xu, Lingxiang Hu et al. · Industry Track
  81. SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation ↗Xichen Zhang, Ziyi He, Yinghao Zhu et al. · Long Papers
  82. SecureGate: Learning When to Reveal PII Safely via Token-Gated Dual-Adapters for Federated LLMs ↗Mohamed Shaaban, Mohamed Elmahallawy · Long Papers
  83. SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios ↗Junkai Chen, Huihui Huang, Yunbo Lyu et al. · Long Papers
  84. Securing the Tool Layer: A Threat Taxonomy and Runtime Defense Framework for Model Context Protocol Deployments ↗Saurabh Yergattikar · Industry Track
  85. See2Refine: Vision-Language Feedback Improves LLM-Based eHMI Action Designers ↗Ding Xia, Xinyue Gui, Mark Colley et al. · Long Papers
  86. Seeing No Evil: Blinding Large Vision-Language Models to Safety Instructions via Adversarial Attention Hijacking ↗Jingru Li, Wei Ren, Tianqing Zhu · Long Papers
  87. SegTune: Structured and Fine-Grained Control for Song Generation ↗Yuejiao Wang, Zihao Ji, Pengfei Cai et al. · Long Papers
  88. Segment, Embed, and Align: A Universal Recipe for Aligning Subtitles to Signing ↗Zifan Jiang, Youngjoon Jang, Liliane Momeni et al. · Long Papers
  89. SelFusion: Self-distillation for Diffusion Language Models ↗Hyeongsoo Lim, Jinyoung Kim, Eun Seo Seo et al. · Long Papers
  90. Select Before Use: On the Importance of Reference Model Selection in Preference Alignment ↗Muyang Li, Runze Wu, Xiangyu Zhao et al. · Long Papers
  91. Selective Span-Level Unlearning for Large Language Models ↗Chaewon Yoon, Dongjun Kim, Hyun-Je Song · Short Papers
  92. Selective Test-Time Debiasing for CLIP via Reward Gating ↗Jaeho Han, Jisoo Yang, Hyeondong Woo et al. · Long Papers
  93. Self-Guided Alignment: Adaptive Preference Sensing for Multi-Objective Generation ↗Ning Wang, Zhanyang Liu, Taotao Zhou et al. · Long Papers
  94. Self-Reflective Generation at Test Time ↗Jian Mu, Qixin Zhang, Zhiyong Wang et al. · Long Papers
  95. Self-SoftCoT: A Self-Consistent Framework via Position-Aware Latent Space Reinforcement Learning ↗Liangliang Dong, Lianlei Shan, Shuaimin Li · Long Papers
  96. SemCSE-Multi: Multifaceted and Decodable Embeddings for Aspect-Specific and Interpretable Scientific Domain Mapping ↗Marc Brinner, Sina Zarrieß · Long Papers
  97. SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking ↗Dien X. Tran, Nam V. Nguyen, Tran Tan Thanh et al. · Industry Track
  98. Semantic Contrastive Adaptation for Multimodal Figurative Language Understanding ↗Ayaan Siddiqui · Student Research Workshop
  99. Semantic Hardness Is Not Visual Hardness: Sign-Aware Hard Negative Mining for Sign Language Retrieval ↗Junmyeong Lee, Chan Hur, ChangSu Choi et al. · Long Papers
  100. Semantic Span Annotation: An Exploratory Study of LLM Annotation ↗Tejas Goyal, Dhriti Krishnan, Anuj Gupta et al. · Student Research Workshop

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