ACL 2026: all accepted papers
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- AIPO: Adaptive Information Guided Token-Level Reinforcement Learning for Large Language Model Reasoning ↗Bin Chen, Hongfei Ye, Huiyang Wang et al. · Long Papers
- AIRCoder: Adaptive Integration of Multi-dimensional Retrieval for Repository-level Code Completion ↗Chuanqi Shi, Miao Gao, Zhiqiang Gao · Long Papers
- AInterviewer: A Platform for Designing and Conducting AI-led Qualitative Interviews ↗Tobias Gårdhus, Nikolas Vitsakis, Fie Lejre Frederiksen et al. · System Demonstrations
- ALDEN: Reinforcement Learning for Active Navigation and Evidence Gathering in Long Documents ↗Tianyu Yang, Terry Ruas, Yijun Tian et al. · Long Papers
- ALIGN: Word Association Learning for Cultural Alignment in Large Language Models ↗Chunhua Liu, Kabir Manandhar Shrestha, Sukai Huang · Long Papers
- AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering ↗Taolin Zhang, Dongyang Li, Chen Chen et al. · Long Papers
- APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention ↗Yuxiang Huang, Mingye Li, Xu Han et al. · Long Papers
- APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI ↗Pratyay Banerjee, Masud Moshtaghi, Shivashankar Subramanian et al. · Long Papers
- APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation ↗Pengyun Zhu, Qiheng Sun, Long Wen et al. · Long Papers
- ARCHITECT: Uncertainty-Aware Dynamic Tool Learning via Causal Intervention for Open-World Agents ↗Zhangyi Wang, Jiexiang Xu, Bingnan Yu et al. · Long Papers
- ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System ↗Jiacheng Liang, Yao Ma, Tharindu Kumarage et al. · Long Papers
- ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring ↗Deyi Ji, Junyu Lu, Xuanyi Liu et al. · Industry Track
- ARK: Answer-Centric Retriever Tuning via KG-augmented Curriculum Learning ↗Jiawei Zhou, Hang Ding, Haiyun Jiang · Long Papers
- ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering ↗Xiaoke Guo, Songze Li, Zhiqiang Liu et al. · Long Papers
- ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs ↗Xu Liu, Yan Chen, Kan Ling et al. · Long Papers
- ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction ↗Huangming Xu, Fu Zhang, Zhixuan Yang et al. · Long Papers
- ATIR: Towards Audio-Text Interleaved Contextual Retrieval ↗Tong Zhao, Chenghao Zhang, Yutao Zhu et al. · Long Papers
- AT\texttwosuperiorPO: Agentic Turn-based Policy Optimization via Tree Search ↗Zefang Zong, Dingwei Chen, Yang Li et al. · Long Papers
- Accurate and Efficient Statistical Testing for Word Semantic Breadth ↗Yo Ehara · Long Papers
- Achieving Multi-Hop Calculation and Safe Abstention in Financial Numerical Reasoning by Metric Graph Constrained LLMs ↗Aoyuan Jiang, Liang Hong, Haoxuan Liu et al. · Long Papers
- Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering ↗Songtao Jiang, Yuan Wang, Ruizhe Chen et al. · Long Papers
- Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity ↗Feiteng Fang, Dingwei Chen, Xiang Huang et al. · Long Papers
- Action Boundary Blindness: When LLM Agents Cannot Tell Where One Action Ends and Another Begins ↗Zhangyi Wang, Bingnan Yu, Jiexiang Xu et al. · Long Papers
- Actionable Interpretability for Churn Classification: A Text Bottleneck Model Case Study at a Major Telecom Provider ↗Adrian Sauter, Vera Neplenbroek, Georgios Vlassopoulos et al. · Industry Track
- Activation Decomposition and Steering for LLM Backdoor Remediation ↗Lingfeng Zhong, Qiongkai Xu, Usman Naseem · Long Papers
- Activation-Guided Local Editing for Jailbreaking Attacks ↗Jiecong Wang, Haoran Li, Hao Peng et al. · Long Papers
- Ada-RS: Adaptive Rejection Sampling for Selective Thinking ↗Yirou Ge, Yixi Li, Alec M. Chiu et al. · Industry Track
- AdaDPI: Document-level Translation Adaptive Agent via Dynamic Parametric Internalization ↗Hong Ren, Liting Deng, Shaolin Zhu et al. · Long Papers
- AdaFuse: Adaptive Ensemble Decoding for Large Language Models ↗Chengming Cui, Tianxin Wei, Ziyi Chen et al. · Long Papers
- AdaJudge: Adaptive Multi-Perspective Judging for Reward Modeling ↗Yongliang Miao, Yangyang Liang, Mengnan Du · Long Papers
- AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters ↗Hao Luo, Xiao Yan, Xinyan Li et al. · Long Papers
- AdabNER: Arabic Digital Archive Books with Nested Entity Recognition ↗Aya Mourad, Mustafa Jarrar · Long Papers
- Adam's Law: Textual Frequency Law on Large Language Models ↗Hongyuan Lu, Zixuan Li, Zefan Zhang et al. · Long Papers
- AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse ↗Jie Ou, Jinyu Guo, Shiyao Guo et al. · Long Papers
- Adaptive Constraint Propagation: Scaling Structured Inference for Large Language Models via Meta-Reinforcement Learning ↗Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma · Long Papers
- Adaptive Instruction Composition for Automated LLM Red-Teaming ↗Jesse Zymet, Andy Luo, Swapnil Shinde et al. · Long Papers
- Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search ↗Sangwon Ryu, Heejin Do, Yunsu Kim et al. · Long Papers
- Adaptive Prompt Structure Factorization: A Framework for Self-Discovering and Optimizing Compositional Prompt Programs ↗Haoyue Liu, Zhichao Wang, Yongxin Guo et al. · Long Papers
- Adaptive Retrieval for Reasoning ↗Jongho Kim, Jaeyoung Kim, Jihyuk Kim et al. · Long Papers
- Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models ↗Tianle Chen, Pengyu Cheng, Qiyuan Zhu et al. · Long Papers
- Adaptive Text2GQL: Integrating Structural Twig Linking and Evolutionary In-Context Learning ↗Fang Niu, Chaokun Wang, Hang Zhang et al. · Long Papers
- Adaptive Weighted Proxy Tuning: Efficient Gray-Box Steering for Image Captioning. ↗Nafew Azim, Fuad Rahman, Nabeel Mohammed · Industry Track
- AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following ↗Yun He, Wenzhe Li, Hejia Zhang et al. · Long Papers
- Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards ↗Shaoan Xie, Lingjing Kong, Xiangchen Song et al. · Long Papers
- Adversarial Metric Learning for Fine-Grained Emotion Classification ↗Junfan Chen, Sizhe Wu, Richong Zhang et al. · Long Papers
- AesX: Enhance Your Images with Stunning Aesthetic Beauty ↗Yuyan Chen, Zhendong Hou, Lei Xia et al. · Industry Track
- Afri-MCQA: Multimodal Cultural Question Answering for African Languages ↗Atnafu Lambebo Tonja, Srija Anand, Emilio Villa-Cueva et al. · Long Papers · 🏆 Best Social Impact Paper
- AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages ↗Hao Yu, Tianyi Xu, Michael A. Hedderich et al. · Long Papers
- AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts ↗Keyu Li, Junhao Shi, Yang Xiao et al. · Long Papers
- Agent Newsroom: Efficient Chronological Report Generation via Dynamic Multi-Agent Collaboration ↗Zhenhua Wang, Chunlei Wang, Yue Geng et al. · Long Papers
- Agent-Ops: A Multi-Agent Orchestration Framework for End-to-End SOP Automation in E-Commerce Operations ↗Apoorva Singh, Sanjay Agrawal, Sayanta Adhikari et al. · Industry Track
- AgentAsk: Multi-Agent Systems Need to Ask ↗Bohan Lin, Kuo Yang, Zelin Tan et al. · Long Papers
- AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse ↗Zhang Zhang, Shuqi Lu, Hongjin Qian et al. · System Demonstrations
- AgentGL: Towards Agentic Graph Learning with LLMs via Reinforcement Learning ↗Yuanfu Sun, Kang Li, Dongzhe Fan et al. · Long Papers
- AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments ↗Zhiheng Xi, Dingwen Yang, Jiaqi Liu et al. · Long Papers
- AgentMark: Utility-Preserving Behavioral Watermarking for Agents ↗Kaibo Huang, Jin Tan, Yukun Wei et al. · Long Papers
- AgentOCR: Reimagining Agent History via Optical Self-Compression ↗Lang Feng, Fuchao Yang, Feng Chen et al. · Long Papers
- AgentSlimming: Towards Efficient and Cost-Aware Multi-Agent Systems ↗Yulang Chen, Haoxuan Peng, Jinyan Liu et al. · Long Papers
- Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents ↗Asaf Yehudai, Lilach Eden, Michal Shmueli-Scheuer · System Demonstrations
- Agentic Context Strategies for Multi-Format Document Understanding: When Should Language Models Use Tools? ↗Mansi Uniyal, Mukul Singh, Ryan Nadel · Industry Track
- Agentic Economic Modeling ↗Bohan Zhang, Jiaxuan Li, Ali Hortacsu et al. · Industry Track
- Agentic Oversight via Dialectic Reasoning ↗Leonardo Ranaldi, Federico Ranaldi · Long Papers
- Agentic Very Long Video Understanding ↗Aniket Rege, Arka Sadhu, Yuliang Li et al. · Long Papers
- AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use ↗Yuanjie Lyu, Chengyu Wang, Haonan Zheng et al. · Industry Track
- Aggregate vs. Personalized Judges in Business Idea Evaluation: Evidence from Expert Disagreement ↗Wataru Hirota, Tomoki Taniguchi, Tomoko Ohkuma et al. · Industry Track
- Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs ↗Abdellah EL Mekki, Samar M. Magdy, Houdaifa Atou et al. · Long Papers
- AlignCultura: Towards Culturally Aligned Large Language Models? ↗Gautam Siddharth Kashyap, Mark Dras, Usman Naseem · Long Papers
- AlignUSER: Human-Aligned LLM Agents via World Models for Recommender System Evaluation ↗Nicolas Bougie, Gian Maria Marconi, Xiaotong Ye et al. · Long Papers
- Aligned Multi-View Scripts for Universal Chart-to-Code Generation ↗Zhihan Zhang, Lizi Liao · Long Papers
- Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling ↗Jiaxuan Wang, Yulan Hu, Wenjin Yang et al. · Long Papers
- Aligning Backchannel and Dialogue Context Representations via Contrastive LLM Fine-Tuning ↗Livia Qian, Gabriel Skantze · Long Papers
- Aligning Language Models with Real-time Knowledge Editing ↗Chenming Tang, Yutong Yang, Kexue Wang et al. · Long Papers
- Aligning Large Language Models via Fully Self-Synthetic Data ↗Shangjian Yin, Zhepei Wei, Xinyu Zhu et al. · Long Papers
- All Changes May Have Invariant Principles: Improving Ever-Shifting Harmful Meme Detection via Design Concept Reproduction ↗Ziyou Jiang, Mingyang Li, Junjie Wang et al. · Long Papers
- All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection ↗Yuechen Jiang, Zhiwei Liu, Yupeng Cao et al. · Long Papers
- Alloc-MoE: Budget-Aware Expert Activation Allocation for Efficient Mixture-of-Experts Inference ↗Baihui Liu, Kaiyuan Tian, Wei Wang et al. · Long Papers
- AlphaContext: An Evolutionary Tree-based Psychometric Context Generator for Creativity Assessment ↗Yixuan Wang, Yue Huang, Hong Qian et al. · Long Papers
- Amadeus: Autoregressive Model with Bidirectional Attribute Modelling for Symbolic Music ↗Hongju Su, Ke Li, Lan Yang et al. · Long Papers
- Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration Systems ↗Ziyuan Yang, Wenxuan Ding, Shangbin Feng et al. · Long Papers
- An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision ↗Zishuai Zhang, Sihao Yu, Xiewenyi et al. · Industry Track
- An Existence Proof for Neural Language Models That Can Explain Garden-Path Effects via SurprisalRyo Yoshida, Shinnosuke Isono, Taiga Someya et al. · Long Papersour summary
- An Experimental Study on the Influence of Culture on Cross-Lingual Sentiment Transfer ↗Ahao Liu, Haitong Yang, Wang Chuanrong · Long Papers
- An Exploration of Mamba for Speech Self-Supervised Models ↗Tzu-Quan Lin, Heng-Cheng Kuo, Tzu-Chieh Wei et al. · Long Papers
- An Information-Theoretic Foundation for the Subregular Hierarchy ↗Mai Phan Quoc Hung, Khanh Nguyen Quoc, Đoàn Minh Luong et al. · Long Papers
- Analysis of the Neglect-Zero Effect in Large Language Models ↗Jin Tanaka, Daiki Matsuoka, Ryoma Kumon et al. · Student Research Workshop
- Analytical FFN-to-MoE Restructuring via Activation Pattern Analysis ↗Zehua Pei, Hui-Ling Zhen, Lancheng Zou et al. · Long Papers
- Analyzing Hate Speech Amplification on Fringe Platforms ↗Anika Ghosh Basu, Humberto Jesus Carlon, Junyi Liu · Student Research Workshop
- Analyzing and Internalizing Complex Policy Documents for LLM Agents ↗Jiateng Liu, Zhenhailong Wang, Xiaojiang Huang et al. · Long Papers
- Anchor: Branch-Point Data Generation for GUI Agents ↗Jinbiao Wei, Yilun Zhao, Kangqi Ni et al. · Long Papers
- AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation ↗Rui Qian, Chuanhang Deng, Qiang Huang et al. · Long Papers
- Anchored Sliding Window: Toward Robust and Imperceptible Linguistic Steganography ↗Ruiyi Yan, Shiao Meng, Yugo Murawaki · Long Papers
- Anchoring Depends on Confidence and Post-Training in Language Models ↗Hillary N. Owusu, Naomi H. Feldman · Short Papers
- Anchoring the Affective Manifold: Learning Canonical and Disentangled Representations via Generative Cross-Modal Alignment ↗Weibin Li, Jintao Cheng, Xiaoyu Tang et al. · Long Papers
- Anchoring the Cache: Mitigating Contextual Hallucination in KV-Compressed Long-Context Summarization ↗Yu Fu, Chen Luo, Josef Valvoda et al. · Long Papers
- Android Coach: Improve Online Agentic Training Efficiency with Single State Multiple Actions ↗Guo Gan, Yuxuan Ding, Cong Chen et al. · Long Papers
- AnnoHID: LLM-Assisted Annotation Framework for Low-Resource Medical Texts ↗Annisa Maulida Ningtyas, Guntur Budi Herwanto, Yunita Sari et al. · System Demonstrations
- Annotating Dimensions of Social Perception in Text: A Sentence-Level Dataset of Warmth and Competence ↗Mutaz Ayesh, Saif M. Mohammad, Nedjma Ousidhoum · Long Papers
- Annotation Entropy Predicts Per-Example Learning Dynamics in LoRA Fine-Tuning ↗Brady Steele · Student Research Workshop
- Answering the Wrong Question: Reasoning Trace Inversion for Abstention in LLMs ↗Abinitha Gourabathina, Inkit Padhi, Manish Nagireddy et al. · Long Papers
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