ACL 2026: all accepted papers

2,650 papers · page 11 of 27 · the most cited first · ← ACL 2026

EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models ↗Xingrun Xing, Zheng Liu, Shitao Xiao et al. · Long Papers
EfficientTool: A Cost-Effective Aligning Framework for Tool-Conditioned Agents in SME Scenarios ↗Yuanqi Mu, Bingfeng Pi, Defei Xia et al. · Industry Track
Efficiently Learning To Reason or Not to Reason: Root-token Policy Optimization for Adaptive Thinking ↗Taehyeon Kim, Hyunsoo Lee, Youngsoo Jang et al. · Long Papers
Embracing Anisotropy: Turning Massive Activations into Interpretable Control Knobs for Large Language Models ↗Youngji Roh, Hyunjin Cho, Jaehyung Kim · Long Papers
Emergence of Minimal Circuits for Indirect Object Identification in Attention-Only Transformers ↗Rabin Adhikari · Student Research Workshop
Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs ↗Nikita Afonin, Nikita Andriianov, Vahagn Hovhannisyan et al. · Long Papers
EmoHarbor: Evaluating Personalized Emotional Support by Simulating the User's Internal World ↗Jing Ye, Lu Xiang, Yaping Zhang et al. · Long Papers
EmoMAS: Emotion-Aware Multi-Agent System for High-Stakes Edge-Deployable Negotiation with Bayesian Orchestration ↗Yunbo Long, Yuhan Liu, Liming Xu · Long Papers
EmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding ↗Pengze Guo, Jingxi Liang, Zhiwen Xie et al. · Long Papers
Emotion-Wheel-Guided Audio-Referred Text Representation for Multimodal Emotion Recognition in Conversation ↗Eunseon Seong, Harim Lee, Dahye Kim et al. · Long Papers
Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning ↗Xinwei Yang, Junyi Fan, Yuqing Liu et al. · Long Papers
Empirical Analysis of Decoding Biases in Masked Diffusion Models ↗Pengcheng Huang, Tianming Liu, Zhenghao Liu et al. · Long Papers
Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning ↗Tianyi Men, Zhuoran Jin, Pengfei Cao et al. · Long Papers
Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization ↗Yifeng Ding, Hung Le, Songyang Han et al. · Long Papers
Empowering Tabular Data Preparation with Language Models: Why and How? ↗Mengshi Chen, Yuxiang Sun, Tengchao Li et al. · Long Papers
Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision ↗Ge Chang, Jinbo Su, Jiacheng Liu et al. · Long Papers
Enhancing Job Evaluation with Data Augmentation and Text Classification ↗Samaneh Jalilian, Niels van Weeren, Mohammad Shokri et al. · Industry Track
Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization ↗Junzhe Wang, Zhiheng Xi, Yajie Yang et al. · Long Papers
Enhancing Lexical Relation Mining with Structured Sememe Knowledge ↗Hansi Wang, Qiliang Liang, Yue Wang et al. · Long Papers
Enhancing Linguistic Competence of Language Models through Pre-training with Language Learning Tasks ↗Atsuki Yamaguchi, Maggie Mi, Nikolaos Aletras · Short Papers
Enhancing Multimodal Large Language Models for Ancient Chinese Character Evolution Analysis via Glyph-Driven Fine-Tuning ↗Rui Song, Lida Shi, Ruihua Qi et al. · Long Papers
Enhancing Online Recruitment with Category-Aware MoE and LLM-based Data Augmentation ↗Minping Chen, Bing Xu, Zulong Chen et al. · Industry Track
Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning ↗Qin Zhou, Guoyan Liang, Qianyi Yang et al. · Long Papers
Enhancing Two Steps Textual Anomaly Detection through Anisotropy Mitigation ↗Pierre Fihey, Matthieu Labeau, Pavlo Mozharovskyi · Long Papers
Enhancing the Transferability of Jailbreak Attacks on Large Language Models via Exploiting Reparameterization Invariance ↗Ao Wang, Xinghao Yang, Yongshun Gong et al. · Long Papers
Entity Exchange in the Wild: A Diagnostic Study of LLM Based Real-World Conversational Entity Extraction ↗Soumya Jain, Ayush Kumar · Industry Track
EpiCaR: Knowing What You Don't Know Matters for Better Reasoning in LLMs ↗Jewon Yeom, Jaewon Sok, Seonghyeon Park et al. · Long Papers
EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning ↗Jiawei Liu, Qisi Chen, Jianshu Zhang et al. · Long Papers
Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models ↗Huazheng Wang, Yongcheng Jing, Haifeng Sun et al. · Long Papers
Escaping the Echo Trap: On Credit Assignment Failure in Multi-turn LLM Self-Reflection ↗Linxuan Du, Guangquan Xue, Xiaobo Liang et al. · Long Papers
Estimating the Black-box LLM Uncertainty with Distribution-Aligned Adversarial Distillation ↗Huizi Cui, Huan Ma, Qilin Wang et al. · Long Papers
EthicMind: A Risk-Aware Framework for Ethical-Emotional Alignment in Multi-Turn Dialogue ↗Jiawen Deng, Wei Li, Wentao Zhang et al. · Long Papers
Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks ↗Sunil Kumar Maurya, Xin Liu · Long Papers
Evaluating Language Model Pluralism through In-the-wild Crowd Discussions ↗Gagan Mundada, Rohan Surana, Nandhini Swaminathan et al. · Long Papers
Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics ↗Jinu Lee, Kyoung-Woon On, Sophia Simeng Han et al. · Long Papers
Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors ↗Raoyuan Zhao, Yihong Liu, Lena Altinger et al. · Long Papers
Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA ↗Kyubyung Chae, Jewon Yeom, Jeongjae Park et al. · Long Papers
Evaluating Temporal Consistency in Multi-Turn Language Models ↗Yash Kumar Atri, Steven L. Johnson, Thomas Hartvigsen · Long Papers
Evaluating Visual Narrative Coherence in Story Visualization via Diversified Storylines ↗Minha Jhang, Kyeongman Park, Hyukhun Koh et al. · Long Papers
Evaluating the Expressive Appropriateness of Speech in Rich Contexts ↗Tianrui Wang, Ziyang Ma, Yizhou Peng et al. · Long Papers
Evaluating the Impact of Verbal Multiword Expressions on Machine Translation ↗Linfeng Liu, Saptarshi Ghosh, Tianyu Jiang · Long Papers
Evaluation Pitfalls and Challenges in Multimedia Event Extraction ↗Philipp Seeberger, Steffen Freisinger, Tobias Bocklet et al. · Long Papers
Evaluation of Multilingual Ability to Use Spatial Deictic Expressions in Vision-Language Models ↗Kaito Watanabe, Taisei Yamamoto, Tomoki Doi et al. · Student Research Workshop · 🏆 SRW Best Paper Award
EventWeave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems ↗Zhengyi Zhao, Shubo Zhang, Yiming Du et al. · Long Papers
EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning ↗Chuanrui Hu, Xingze Gao, Zuyi Zhou et al. · Long Papers
Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models ↗Xiang Hu, Zhanchao Zhou, Ruiqi Liang et al. · Long Papers
Everyone is unique: Towards Behaviorally Heterogeneous Negotiation Dialogue Systems for Debt Collection ↗Yuhang Yang, Kai Tang, Chao Ye et al. · Long Papers
Evidence-Augmented Policy Optimization with Reward Co-Evolution for Long-Context Reasoning ↗Xin Guan, Zijian Li, Shen Huang et al. · Long Papers
Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data ↗Fearghal O'Donncha, Nianjun Zhou, Natalia Martinez et al. · Industry Track
Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS ↗Bingyu Yan, Xiaoming Zhang, JinYu Hou et al. · Long Papers
Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision ↗Xianda Zheng, Huan Gao, Meng-Fen Chiang et al. · Long Papers
EvoNarrator: Modeling Scientific Evolution for Feasible Hypothesis Generation ↗Xiaoying Le, Pengfei Qian, Yuanzhao Zhai et al. · Long Papers
EvoRoute: Experience-Driven Self-Routing LLM Agent Systems ↗Guibin Zhang, Haiyang Yu, Kaiming Yang et al. · Long Papers
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery ↗Xiaoyu Xiong, Yuqi Ren, Deyi Xiong · Long Papers
EvoSpark: Endogenous Interactive Agent Societies for Unified Long-Horizon Narrative Evolution ↗Shiyu He, Minchi Kuang, Mengxian Wang et al. · Long Papers
Evolutionary Guided Decoding: Iterative Value Refinement for LLMs ↗Zhenhua Liu, Lijun Li, Ruizhe Chen et al. · Long Papers · 🏆 Outstanding Paper
Evolutionary Negative Module Pruning for Better LoRA Merging ↗Anda Cao, Zhuo Gou, Yi Wang et al. · Long Papers
Evolutionary Search for Automated Design of Uncertainty Quantification Methods ↗Mikhail Seleznyov, Daniil Korbut, Viktor Moskvoretskii et al. · Student Research Workshop
Evolutionary Strategies at Scale lead to Catastrophic Forgetting ↗Immanuel Abdi, Akshat Gupta, Micah Mok et al. · Short Papers
EvolvR: Self-Evolving Pairwise Reasoning for Story Evaluation to Enhance Generation ↗Xinda Wang, Zhengxu Hou, Yangshijie Zhang et al. · Long Papers
Evolving Agents ↗Leonardo Ranaldi · Long Papers
Evolving Beyond Snapshots: Harmonizing Structure and Sequence via Entity State Tuning for Temporal Knowledge Graph Forecasting ↗Siyuan Li, Yunjia Wu, Yiyong Xiao et al. · Long Papers
Evolving Sparsity: Leveraging Token Importance Dynamics for Efficient LLM Decoding with Sparse Attention ↗Ruizi Han, Miao Zhang, Ziyue Qiao et al. · Long Papers
ExPerT: Personalizing LLM Responses to Users' Domain Expertise via Query-Wise Semantic and Keystroke Behavioral Cues ↗Yeji Park, Jiwon Tark, Taesik Gong · Long Papers
Example Quality Matters: Multi-Aspects Example Augmentation for Private Library Programming ↗Yuhao Li, Haifeng Sun, Xuesong Zhang et al. · Long Papers
ExecVerify: White-Box RL with Verifiable Stepwise Rewards for Code Execution Reasoning ↗Lingxiao Tang, He Ye, Zhaoyang Chu et al. · Long Papers
Execution as Verification: Fine-Grained Self-Correcting Reasoning for Complex KBQA ↗Minghan Zhang, Zhen Yang, Haodong Zou et al. · Long Papers
Exons-Detect: Identifying and Amplifying Exonic Tokens via Hidden-State Discrepancy for Robust AI-Generated Text Detection ↗Xiaowei Zhu, Yubing Ren, Fang Fang et al. · Long Papers
Expect the Unexpected? Testing the Surprisal of Salient Entities ↗Jessica Lin, Amir Zeldes · Long Papers
Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA ↗Justice Ou, Tinglin Huang, Yilun Zhao et al. · Long Papers
Experience-driven Multi-turn Reinforcement Learning for GUI Agents ↗Zhengxi Lu, Jiabo Ye, Fei Tang et al. · Long Papers
Experiments or Outcomes? Probing Scientific Feasibility in Large Language Models ↗Seyedali Mohammadi, Manas Gaur, Francis Ferraro · Short Papers
Expert Calibration Lens for Pruning Mixture of Experts ↗Luis Frentzen Salim, Chia-Chun Wu, Tran Van Nhiem et al. · System Demonstrations
Explain the Synth: Interpretable Evaluation of LLM Data Synthesis ↗Yue Yang, Fan Yang, Yu Bai et al. · Long Papers
Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI ↗Hieu Man, Van-Cuong Pham, Nghia Trung Ngo et al. · Long Papers
Explicit Trait Inference for Multi-Agent Coordination ↗Suhaib Abdurahman, Etsuko Ishii, Katerina Margatina et al. · Long Papers
Exploring Attention Attractors in Large Language Models ↗Ziheng Wang, Zihao Yue, Wenxuan Wang et al. · Long Papers
Exploring Concreteness Through a Figurative Lens ↗Saptarshi Ghosh, Tianyu Jiang · Long Papers
Exploring Cross-Client Memorization of Training Data in Large Language Models for Federated Learning ↗Tinnakit Udsa, Can Udomcharoenchaikit, Patomporn Payoungkhamdee et al. · Short Papers
Exploring Layer Activation Dynamic of CoT via Knowledge Probe ↗Chuanxin Zhang, Jiajun Liu, Yao He et al. · Long Papers
Exploring and Distilling Multi-Dimensional Clues for Interpretable Social Bot Detection ↗Yi Han, Haiqi Lu, Lizi Liao et al. · Long Papers
Extending First-Order Logic for Factual Reasoning over Knowledge Graphs ↗Yuanzhen Hao, Desheng Wu · Long Papers
Eye Movement Features Can Predict Human Preferences on Machine-Generated Texts ↗Xiaoshan He, Xiaoqun Liu, Haodong He et al. · Student Research Workshop
EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention ↗Yifan Zhang, Chen Huang, Yueke Zhang et al. · Long Papers
FACTrial: Factorized Clinical Contrastive Training for Scalable Patient-Trial Retrieval ↗Xuanren Chen, Chongyang Tao, Tao Shen et al. · Long Papers
FAIRGAMER: Evaluating Social Biases in LLM-Based Video Game NPCs ↗Bingkang Shi, Jen-tse Huang, Luo Long et al. · Long Papers
FC-TTS: Style and Timbre Control in Zero-Shot Text-to-Speech with Disentangled Speech Representations ↗Yoonhyung Lee, Hyunsin Park, Jinhwan Park et al. · Long Papers
FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use ↗Suparno Roy Chowdhury, Tejas Anvekar, Manan Roy Choudhury et al. · System Demonstrations
FIGMA: Towards FIne-Grained Music retrievAl ↗Nishit Anand, Ashish Seth, Sreyan Ghosh et al. · Long Papers
FL-MSCL: A Unified Figurative Language Detection Model Driven by Multi-Type Signals and Contrastive Learning ↗Lu Shijia, Fumiyo Fukumoto, Huang Xiaoxi et al. · Short Papers
FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner ↗Hao Wu, Hongru Sun, Wanqing Li et al. · Long Papers
FLARE: Fine-Grained Length-Aware Routing for Resource-Efficient Heterogeneous LLM Serving ↗Yujia Fu, Heming Zhong, Dan Huang et al. · Long Papers
FROST: Factual Reasoning via Optimized Stochastic Trajectories in Large Language Models during Inference ↗Soumedhik Bharati, Ebad Shabbir, Jiechao Gao · Industry Track
FactCorrector: A Graph-Inspired Approach to Long-Form Factuality Correction of Large Language Models ↗Javier Carnerero-Cano, Massimiliano Pronesti, Radu Marinescu et al. · Long Papers
FactSearch: An Interactive Agentic Fact Search System for Verifying Large Language Model Outputs ↗Meng Fang, Harry Mackenzie · System Demonstrations
FactVerse: A Benchmark for Factual Consistency in Interleaved Image–Text Generation ↗Yubo Shan, Kun Zhang, Qiming Xu et al. · Long Papers
Factual Retrieval in LLMs Is a Redundant, Distributed and Non-Contiguous Process ↗Hail Hochman, Natalie Shapira, Yoav Goldberg · Long Papers
Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law ↗Mateusz Bystroński, Kamil Tagowski, Denis Janiak et al. · Student Research Workshop
Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck ↗Meiru Zhang, Zaiqiao Meng, Nigel Collier · Long Papers
Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding ↗Donghan Liu, Han Sun, Zhaohui Wang et al. · Long Papers

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📰 ACL 2026: all accepted papers

ACL 2026: all accepted papers