ACL 2026: all accepted papers

2,650 papers · page 19 of 27 · the most cited first · ← ACL 2026

On-policy Reinforcement Fine-tuning with Offline reward for Multi-step Embodied Planning ↗Di Wu, Jiaxin Fan, Chloe Gu et al. · Long Papers
One Battle After Another: Probing LLMs' Limits on Multi-Turn Instruction Following with a Benchmark Evolving Framework ↗Qi Jia, Ye Shen, Xiujie Song et al. · Long Papers
One Cognitive Loop Is Enough: SODA unlocks Pure-Text Spatial Reasoning in Large Language Models ↗Shunwen Bai, Jiahuan Zhang, Haoran Huang et al. · Long Papers
One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment ↗Hao Zong, Cong Hu Yuan, Chao Bei et al. · Long Papers
One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction ↗Yuxing Lu, Yushuhong Lin, Jason Zhang · Student Research Workshop
One Refiner to Unlock Them All: Inference-Time Reasoning Elicitation via Reinforcement Query Refinement ↗Yixiao Zhou, Dongzhou Cheng, Zhiliang wu et al. · Long Papers
One Single Hub Text Breaks CLIP: Identifying Vulnerabilities in Cross-Modal Encoders via Hubness ↗Hiroyuki Deguchi, Katsuki Chousa, Yusuke Sakai · Long Papers
One Task Vector is not Enough: A Large-Scale Study for In-Context Learning ↗Pavel Tikhonov, Ivan Oseledets, Elena Tutubalina · Student Research Workshop
One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers ↗Diana Abagyan, Alejandro R. Salamanca, Andres Felipe Cruz-Salinas et al. · Long Papers
One-step Nonautoregressive Natural Language Generation with Shortcut Flow Matching Models ↗Jędrzej Warczyński, Ondrej Dusek, Mateusz Lango · Short Papers
Open Schrödinger's Closed Box: Identifying Retrieval Augmented Generation in API-Accessible Large Language Model Services ↗Yukun Jiang, Xinyue Shen, Michael Backes et al. · Long Papers
Open Your Model's Eyes: Video and Context-Aware Multimodal Backchannel Prediction ↗Min-Jae Kim, Jun-Yeong Moon, Mujeen Sung et al. · Long Papers
OpenGlass: A Sensing-Computing Split Architecture for Local MLLM-Driven Real-Time Visual Assistance ↗Mengzhang Li, Yuan Yao · System Demonstrations
OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning ↗Sheng Chen, Tang Zhe, Weixing Zhang et al. · Long Papers
Optimal Expert-Attention Allocation in Mixture-of-Experts: A Scalable Law for Dynamic Model Design ↗Junzhuo Li, Peijie Jiang, Changxin Tian et al. · Industry Track
Optimizing Length Compression in Large Reasoning Models ↗Zhengxiang Cheng, Dongping Chen, Mingyang Fu et al. · Long Papers
Optimizing Packing and Shuffling Strategies for Enhanced Performance in Generative Language Models ↗Yanbing Chen, Ruilin Wang, Zihao Yang et al. · Student Research Workshop
Optimizing RAG Rerankers with LLM Feedback via Reinforcement Learning ↗Yuhang Wu, Xiangqing Shen, Fanfan Wang et al. · Long Papers
Optimizing Retrieval-Augmented Generation for E-Commerce How-To Assistance ↗Gilad Fuchs, Leonid Ekimov, Fei Dong et al. · Industry Track
Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization ↗Linfeng Du, Ye Yuan, Zichen Zhao et al. · Long Papers
Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models ↗Binghai Wang, Yantao Liu, Yuxuan Liu et al. · Long Papers
Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning ↗Ziheng Li, Liu Kang, Feng Xiao et al. · Long Papers
Overcoming Copyright Barriers in Corpus Distribution Through Non-Reversible Hashing ↗Arthur Amalvy, Vincent Labatut, Xavier Bost et al. · Long Papers
OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction ↗Junxing Hu, Tianlong Li, Lei Yu et al. · System Demonstrations
P-Check: Advancing Personalized Reward Model via Learning to Generate Dynamic Checklist ↗Kwangwook Seo, Dongha Lee · Long Papers
PACE: Predictive Adaptive Context Extraction for Long-Horizon LLM Agents ↗Lei Wei, Xiao Peng, Tt et al. · Long Papers
PAM: Enhancing General Alignment of Large Reasoning Models through Priority-Aware Metacognition ↗Zhihao Xu, Fuzhen Yang, Liang Lin et al. · Long Papers
PAR$^2$-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering ↗Xingyu Li, Rongguang Wang, Yuying Wang et al. · Industry Track
PAR: Training-Free Positional Perturbation and Attention Recycling for Faithful OCR ↗Yao Yao, Manwen Liao, Weitian Zhang et al. · Long Papers
PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning ↗Rongchuan Mu, Zexin Wang, Qianyu Wang et al. · Long Papers
PASs-MoE: Mitigating Misaligned Co-drift among Router and Experts via Pathway Activation Subspaces for Continual Learning ↗ZhiYan Hou, Haiyun Guo, Haokai Ma et al. · Long Papers
PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data Detection ↗Jinhan Liu, Yibo Yang, Ruiying Lu et al. · Long Papers
PDTrim: Targeted Pruning for Prefill-Decode Disaggregation in Inference ↗Hao Zhang, Lyu Mengsi, Zhuo Chen et al. · Long Papers
PE-QAT: Parameter-Efficient Quantization-Aware Training for Large Language Models ↗Shresth Mishra · Student Research Workshop
PEAP: Proactive Embodied Action Sequence Planning with Joint Understanding of Vision and Audio Perception ↗Tianwei Lan, Jiaqi Wu, Zeming Liu et al. · Long Papers
PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine TranslationLorenzo Proietti, Roman Grundkiewicz, Matt Post · Long Papersour summary
PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning ↗Bingxuan Li, Jeonghwan Kim, Cheng Qian et al. · Long Papers
PExA: Parallel Exploration Agent for Complex Text-to-SQL ↗Tanmay Parekh, Ella Hofmann-Coyle, Shuyi Wang et al. · Short Papers
PHOTON: Hierarchical Autoregressive Modeling for Lightspeed and Memory-Efficient Language Generation ↗Yuma Ichikawa, Naoya Takagi, Takumi Nakagawa et al. · Long Papers
PIArena: A Platform for Prompt Injection Evaluation ↗Runpeng Geng, Chenlong Yin, Yanting Wang et al. · Long Papers
PICTURE: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters' Lack of Knowledge ↗Eojin Jeon, SangKeun Lee · Long Papers
PILOT: Planning via Internalized Latent Optimization Trajectories for Large Language Models ↗Haoyu Zheng, Yun Zhu, Yuqian Yuan et al. · Long Papers
POWSM: A Phonetic Open Whisper-Style Speech Foundation Model ↗Chin-Jou Li, Kalvin Chang, Shikhar Bharadwaj et al. · Long Papers
PPA-Plan: Proactive Pitfall Avoidance for Reliable Planning in Long-Context LLM Reasoning ↗Byeongjin Kim, Gyuwan Kim, Seo Yeon Park · Long Papers
PR-XAI: PageRank-Based Feature Attribution for Transformers ↗Behrooz Azarkhalili, Linyi Li, Maxwell W. Libbrecht · Long Papers
PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning ↗Afra Feyza Akyürek, Advait Gosai, Chen Bo Calvin Zhang et al. · Long Papers
PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering ↗Xiangfeng Wang, Hangyu Guo, Yanlin Lai et al. · Long Papers
PRISM: Probabilistic Reward Model with Inherent Structural Modeling ↗Yuhang Zhou, Yixin Cao, Yuchen Ni et al. · Long Papers
PRISM: Probing Reasoning, Instruction, and Source Memory in LLM Hallucinations ↗Yuhe Wu, Guangyu Wang, Yuran Chen et al. · Long Papers
PRISMA: Preference-Reinforced Self-Training Approach for Interpretable Emotionally Intelligent Negotiation Dialogues ↗Prajwal Vijay Kajare, Priyanshu Priya, Bikash Santra et al. · Long Papers
PRInTS: Reward Modeling for Long-Horizon Information Seeking ↗Jaewoo Lee, Archiki Prasad, Justin Chen et al. · Long Papers
PROMPRINT: Prompt Fingerprinting via First-Token Response for LLM App Cloning Detection ↗Jungmin Lee, Peizhuo Lv, Yeonjoon Lee · Long Papers
PROTEA: Offline Evaluation and Iterative Refinement for Multi-Agent LLM Workflows ↗Kazuki Kawamura, Satoshi Waki, Kei Tateno · System Demonstrations
PRiSM: Benchmarking Phone Realization in Speech Models ↗Shikhar Bharadwaj, Chin-Jou Li, Yoonjae Kim et al. · Long Papers
PUPPET: Neural-Symbolic Standardized Patients for Mental Health ↗Chen Xu, Yu Ji, Zhenyu Lyu et al. · Long Papers
PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning ↗Jingcheng Hu, Yinmin Zhang, Shijie Shang et al. · Long Papers
PaT: Planning-after-Trial for Efficient Test-Time Code Generation ↗Youngsik Yoon, Sungjae Lee, Seockbean Song et al. · Long Papers
PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling ↗Ai Jian, Jingqing Ruan, Xing Ma et al. · Long Papers
Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance ↗Qianli Ma, Chang Guo, Zhiheng Tian et al. · Long Papers
Paper2Web: Let's Make Your Paper Alive! ↗Yuhang Chen, Tianpeng Lv, Yao Wan et al. · System Demonstrations
PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf ↗Jiarui Liu, Terry Jingchen Zhang, Ryan Faulkner et al. · System Demonstrations
PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing ↗Zhuoqun Li, Xuanang Chen, Hongyu Lin et al. · Long Papers
Par-ITA: Benchmarking Seq2Seq and LLMs on a Human-Supervised Parallel Corpus for Italian Hyperpartisan Neutralization ↗Michele Joshua Maggini, Søren Fomsgaard, Michele Maestroni et al. · Long Papers
ParaSuite: Boosting LLM Reasoning via Paradox Resolution ↗Bin Chen, Yu Zhang, Hongfei Ye et al. · Long Papers
Parallel Test-Time Scaling for Latent Reasoning Models ↗Runyang You, Yongqi Li, Meng Liu et al. · Long Papers
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation ↗Qianli Wang, Van Bach Nguyen, Yihong Liu et al. · Long Papers
Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning ↗Zekai Lin, Chao Xue, Di Liang et al. · Long Papers
Paraphrasing as Zero-shot Translation with Feature-guided Diversity EnhancementZiyue Yan, Hongying Zan, Xinglin Lyu et al. · Long Papersour summary
Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization ↗Negar Foroutan, Clara Meister, Debjit Paul et al. · Long Papers
ParseJargon: Personalized Real-time Jargon Support in Online Meetings ↗Yifan Song, Wing Yee Au, Hon Yung Wong et al. · System Demonstrations
Patches of Nonlinearity: Instruction Vectors in Large Language Models ↗Irina Bigoulaeva, Jonas Rohweder, Subhabrata Dutta et al. · Long Papers
PathBuilder: A Quality-Controlled LLM System for Personalized Learning Pathways ↗Jasper Meynard Arana, John Andrew Mañacop, John Allen Manacop et al. · System Demonstrations
Peek2: Regex-free Byte-level Byte-Pair Encoding Pretokenizer for LLM Inference on Edge Devices ↗Liu Zai, Iraklis A. Klampanos · Student Research Workshop
Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection ↗Cui Yakun, Peng Qi, Fushuo Huo et al. · Long Papers
Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training ↗Lei Liu, Hao Zhu, Xiaoyan Yang et al. · Long Papers
Persona-E\texttwosuperior: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events ↗Yuqin Yang, Haowu Zhou, Haoran Tu et al. · Long Papers
Persona-Grounded Safety Evaluation of AI Companions in Multi-Turn Conversations ↗Prerna Juneja, Lika Lomidze · Long Papers
PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records ↗Yibo Lyu, Gongwei Chen, Rui Shao et al. · Long Papers
PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation ↗Federico Ravenda, Seyed Ali Bahrainian, Daniele Montagnani et al. · Long Papers
Personalizing LLMs with Binary Feedback: A Preference-Calibrated Optimization Framework ↗Xilai Ma, Liye Zhao, Weijun Yao et al. · Long Papers
Phase Transitions in Affective Meaning Divergence: The Hidden Drift Before the Break ↗Napassorn Litchiowong · Student Research Workshop
Phonemes to the Rescue: Multilingual Tokenization Based on International Phonetic Alphabet ↗Milan Miletić, Julie Kallini, Ekaterina Shutova · Long Papers
Phun-Bench: Evaluating LLMs on Phonological Understanding in Chinese ↗Xing Yue, Yongliang Shen, Weiming Lu · Long Papers
Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question Answering ↗Wonjin Lee, Kyumin Kim, Sungjae Lee et al. · Long Papers
Placing Puzzle Pieces Where They Matter: A Question Augmentation Framework for Reinforcement Learning ↗Yangyi Fang, Haolin Shi · Long Papers
Please refuse to answer me! Mitigating Over-Refusal in Large Language Models via Adaptive Contrastive Decoding ↗Yupeng Qi, Ziyu Lyu, Lixin Cui et al. · Long Papers
PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media ↗Zoher Kachwala, Bao Tran Truong, Rasika Muralidharan et al. · Long Papers
PodBench: A Comprehensive Benchmark for Instruction-Aware Audio-Oriented Podcast Script Generation ↗Chenning Xu, Mao Zheng, Mingyu Zheng et al. · Long Papers
Policy Compliance of User Requests in Natural Language for AI Systems ↗Pedro Cisneros-Velarde · Industry Track
PolitNuggets: Benchmarking Agentic Discovery of Long-Tail Political Facts ↗Yifei Zhu · Long Papers
Polymorphic Universal Transformer ↗Yilong Chen, Zitian Gao, Yihao Xiao et al. · Long Papers
Potato 2.0: A Comprehensive Annotation Platform with AI-in-the-Loop Support ↗David Jurgens, Michael Chen, Lina Iyer · System Demonstrations
Powerful Training-Free Membership Inference Against Fine-Tuned Autoregressive Language Models ↗David Ilić, David Stanojević, Kostadin Cvejoski · Long Papers
Powering Verifiable Learning via Automated Evolutionary Data Synthesis ↗He Du, Bowen Li, Aijun Yang et al. · Long Papers
Praat++: Multimedia Annotation System for Speech and Vocalization ↗Weiran Zhang, Kenny Q. Zhu · System Demonstrations
Practical Guidelines for Model Merging in LLMs Pre-Training ↗Giuseppe Curci, Stefano Simonazzi, Andrea molinari et al. · Industry Track
Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs ↗Kyungho Kim, Yeonje Choi, Gyurim Hwang et al. · Industry Track
Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation ↗Hanwen Shen, Ting Ying, Jiajie Lu et al. · Long Papers
Pref-CTRL: Preference Driven LLM Alignment using Representation Editing ↗Imranul Ashrafi, Inigo Jauregi Unanue, Massimo Piccardi · Short Papers
Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization ↗Weixu Zhang, Ye Yuan, Changjiang Han et al. · Long Papers

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📰 ACL 2026: all accepted papers

ACL 2026: all accepted papers