ACL 2026: all accepted papers
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- InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning ↗Qihang Ai, Pi Bu, Yue Cao et al. · Long Papers1 citation
- Instant Personalized Large Language Model Adaptation via Hypernetwork ↗Zhaoxuan Tan, Zixuan Zhang, Haoyang Wen et al. · Long Papers1 citation
- Is Agentic RAG worth it? An experimental comparison of RAG approaches ↗Pietro Ferrazzi, Milica Cvjetićanin, Alessio Piraccini et al. · Industry Track1 citation
- JARVIS or Ultron? A Survey on the Safety and Security Threats of Computer-Using Agents ↗Ada Chen, Yongjiang Wu, Junyuan Zhang et al. · Long Papers1 citation
- Jailbreak-Zero: A Path to Pareto Optimal Red Teaming for Large Language Models ↗Kai Hu, Abhinav Aggarwal, Mehran Khodabandeh et al. · Long Papers1 citation
- JobMatchAI - An Intelligent Job Matching Platform Using Knowledge Graphs, Semantic Search and Explainable AI ↗Mayank Vyas, Abhijit Chakraborty, Vivek Gupta · System Demonstrations1 citation
- JointCoder: Exploring Automated ICD Coding on Real-World Chinese EHRs with a Multi-Agent Framework ↗Kangjun Liu, Zhenyu Li, Jianlei Wang et al. · System Demonstrations1 citation
- K-Merge: Online Continual Merging of Adapters for On-device Large Language Models ↗Donald Shenaj, Ondrej Bohdal, Taha Ceritli et al. · Long Papers1 citation
- KG-MuLQA: A Framework for KG-based Multi-Level QA Extraction and Long-Context LLM Evaluation ↗Nikita Tatarinov, Vidhyakshaya Kannan, Haricharana Srinivasa et al. · Long Papers1 citation
- Knowing When Not to Answer: Lightweight KB-Aligned OOD Detection for Safe RAG ↗Ilias Triantafyllopoulos, Renyi Qu, Salvatore Giorgi et al. · Long Papers1 citation
- LEAF: Knowledge Distillation of Text Embedding Models with Teacher-Aligned Representations ↗Robin Vujanic, Thomas Rückstieß · Long Papers1 citation
- LLM Safety From Within: Detecting Harmful Content with Internal Representations ↗Difan Jiao, Yilun Liu, Ye Yuan et al. · Long Papers1 citation
- LLM-ForcedAligner: A Non-Autoregressive and Accurate LLM-Based Forced Aligner for Multilingual and Long-Form Speech ↗Bingshen Mu, Xian Shi, Xiong Wang et al. · Long Papers1 citation
- LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient ↗Peiwen Yuan, Shaoxiong Feng, Yiwei Li et al. · Long Papers1 citation
- Label and Explanation Variation in LLM-Based Annotation: a Case Study in Natural Language Inference ↗Artur Kulmizev, Erika Lombart, Patrick Watrin et al. · Long Papers1 citation
- Language Statistics and False Belief Reasoning: Evidence from 41 Open-Weight LMs ↗Sean Trott, Samuel M. Taylor, Cameron Robert Jones et al. · Long Papers1 citation
- Legal Judgment Prediction: A Reflection on the State of the Art ↗Yi Feng, Chuanyi Li, Vincent Ng · Long Papers1 citation
- Leveraging Generative AI for Extracting Business Requirements from Legacy COBOL and PL/I Code ↗Ankur Kalohia · Industry Track1 citation
- Libra-VLA: Achieving Learning Equilibrium via Asynchronous Coarse-to-Fine Dual-System ↗Yifei Wei, Linqing Zhong, Yi Liu et al. · Long Papers1 citation
- LitVISTA: A Benchmark for Narrative Orchestration in Literary Text ↗Mingzhe Lu, Yiwen Wang, Yanbing Liu et al. · Long Papers1 citation
- Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning ↗Xinglang Zhang, Yunyao Zhang, ZeLiang Chen et al. · Long Papers1 citation
- Long Context Modeling with Ranked Memory-Augmented Retrieval ↗Ghadir Alselwi, Hao Xue, Shoaib Jameel et al. · Long Papers1 citation
- LoopTool: Closing the Data–Training Loop for Robust LLM Tool Calls ↗Kangning Zhang, Weiwen Liu, Wenxiang Jiao et al. · Long Papers1 citation
- Lost in Simulation: LLM-Simulated Users are Unreliable Proxies for Human Users in Agentic Evaluations ↗Preethi Seshadri, Samuel Cahyawijaya, Ayomide Odumakinde et al. · Long Papers1 citation
- Luring as a Proxy: Evaluating Corpus Transferability for Cybergrooming Detection ↗Shiying Fan, Mareike Bassenge, Martin Steinebach · Short Papers1 citation
- MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation ↗Yi Lin, Yihao Ding, Yonghui Wu et al. · Short Papers1 citation
- MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval ↗Shuheng Chen, Namratha Patil, Haonan Pan et al. · System Demonstrations1 citation
- MED-COREASONER: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning ↗Fan Gao, Sherry T. Tong, Jiwoong Sohn et al. · Long Papers1 citation
- MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks ↗Hyeonjeong Ha, Qiusi Zhan, Jeonghwan Kim et al. · Long Papers1 citation
- MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation ↗Weihua Zheng, Zhengyuan Liu, Tanmoy Chakraborty et al. · Long Papers1 citation
- MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models ↗Yang Shi, Yifeng Xie, Minzhe Guo et al. · Long Papers1 citation
- MMSearch-R1: Incentivizing LMMs to Search ↗Jinming Wu, Zihao Deng, Wei Li et al. · Long Papers1 citation
- MORPHOGEN: A Multilingual Benchmark for Evaluating Gender-Aware Morphological Generation ↗Mehul Agarwal, Aditya Aggarwal, Arnav Goel et al. · Long Papers1 citation
- Making Large Language Models Efficient Dense Retrievers ↗Yibin Lei, Shwai He, Ang Li et al. · Long Papers1 citation
- Measuring Human Contribution in AI-Assisted Content Generation ↗Yueqi Xie, Tao Qi, Jingwei Yi et al. · Long Papers1 citation
- Mechanisms of Prompt-Induced Hallucination in Vision–Language Models ↗William Rudman, Michal Golovanevsky, Dana Arad et al. · Long Papers1 citation
- MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation ↗Chi-Hsiang Hsiao, Yi-Cheng Wang, Tzung-Sheng Lin et al. · Long Papers1 citation
- Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents ↗Yuanchen Bei, Tianxin Wei, Xuying Ning et al. · Long Papers1 citation
- Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents ↗Yiting Shen, Kun Li, Wei Zhou et al. · Long Papers1 citation
- MemSearch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search ↗Sheng Zhang, Junyi Li, Yingyi Zhang et al. · Long Papers1 citation
- Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards ↗Ming Li, Pei Chen, Zhenhao Zhang et al. · Long Papers1 citation
- MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning ↗Tao Zhang, Ziqian Zeng, Hao Peng et al. · Long Papers1 citation
- Mixture-of-Experts with Intermediate CTC Supervision for Accented Speech Recognition ↗Wonjun Lee, Hyounghun Kim, Gary Lee · Long Papers1 citation
- Multi-Agent-as-Judge: Aligning LLM-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation ↗Jiaju Chen, Yuxuan Lu, Xiaojie Wang et al. · Long Papers1 citation
- Multi-component Causal Tracing in Large Language Models ↗Zirui Yan, Dennis Wei, Dmitriy A Katz et al. · Long Papers1 citation
- MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application ↗Xueqing Peng, Lingfei Qian, Yan Wang et al. · Long Papers1 citation
- Musical Score Understanding Benchmark: Evaluating Large Language Models' Comprehension of Complete Musical Scores ↗Congren Dai, Yue Yang, Krinos Li et al. · Long Papers1 citation
- Nature-Inspired Population-Based Evolution of Large Language Models ↗Yiqun Zhang, Peng Ye, Xiaocui Yang et al. · Long Papers1 citation
- Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation ↗Xi Xiao, Chenrui Ma, Yunbei Zhang et al. · Long Papers1 citation
- Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning ↗Hanbing Liu, Lang Cao, Yuanyi Ren et al. · Long Papers1 citation
- OASIS: Online Sample Selection for Continual Instruction Tuning ↗Minjae Lee, Minhyuk Seo, Tingyu Qu et al. · Long Papers1 citation
- OCP: Outlier-Centric Probing for Dynamic Structured Pruning of LLMs ↗Yang Ji, Ying Sun · Long Papers1 citation
- OLA: Output Language Alignment in Code-Switched LLM Interactions ↗Juhyun Oh, Haneul Yoo, Faiz Ghifari Haznitrama et al. · Long Papers1 citation
- On-the-Fly VLA Adaptation via Test-Time Reinforcement Learning ↗Changyu Liu, Yiyang Liu, Taowen Wang et al. · Long Papers1 citation
- PARASITE: Conditional System Prompt Poisoning to Hijack LLMs ↗Viet Pham, Thai Le · Long Papers1 citation
- PIAST: Rapid Prompting with In-context Augmentation for Scarce Training data ↗Paweł Batorski, Paul Swoboda · Long Papers1 citation
- PRISP: Privacy-Safe Few-Shot Personalization via Lightweight Adaptation ↗Junho Park, Dohoon Kim, Taesup Moon · Long Papers1 citation
- Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework ↗Komal Kumar, Aman Chadha, Salman Khan et al. · Long Papers1 citation
- PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence ↗Jianpeng Chen, Wangzhi Zhan, Haohui Wang et al. · System Demonstrations1 citation
- Planning-Guided Tutoring with Assessment-Driven Memory for Pedagogical LLM Tutors ↗Zechen Li, Qiannan Zhu, Mei Wang et al. · Long Papers1 citation
- PosterForest: Hierarchical Multi-Agent Collaboration for Scientific Poster Generation ↗Jiho Choi, Seojeong Park, Seongjong Song et al. · Long Papers1 citation
- Privacy-R1: Privacy-Aware Multi-LLM Agent Collaboration via Reinforcement Learning ↗Zheng Hui, Yijiang River Dong, Sanhanat Sivapiromrat et al. · Long Papers1 citation
- ProMedical: Hierarchical Fine-Grained Criteria Modeling for Medical LLM Alignment via Explicit Injection ↗He Geng, Yangmin Huang, Lixian Lai et al. · Long Papers1 citation
- Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness ↗Amin Banayeeanzade, Ala N. Tak, Fatemeh Bahrani et al. · Long Papers1 citation
- Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems ↗Shuhua Yang, Jiahao Zhang, Yilong Wang et al. · Long Papers1 citation
- RAPIDS: Resume Attack Prompt Injection Detection at Scale ↗Yohann Augey, Joshua H. Levy, Arda Akdemir · Industry Track1 citation
- REaR : Retrieve, Expand and Refine for Effective Multitable Retrieval ↗Rishita Agarwal, Himanshu Singhal, Peter Baile Chen et al. · Long Papers1 citation
- ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability ↗Wenhan Liu, Xinyu Ma, Weiwei Sun et al. · Long Papers1 citation
- Reasoning Fails Where Step Flow Breaks ↗Xiaoyu Xu, Yulan Pan, Xiaosong Yuan et al. · Long Papers1 citation
- Reasoning Traces Shape Outputs but Models Won't Say So ↗Yijie Hao, Lingjie Chen, Ali Emami et al. · Long Papers1 citation
- Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations ↗Wenrui Cai, Chengyu Wang, Junbing Yan et al. · Long Papers1 citation
- Red-Bandit: Test-Time Adaptation for LLM Red-Teaming via Bandit-Guided LoRA Experts ↗Christos Ziakas, Nicholas Loo, Nishita Jain et al. · Long Papers1 citation
- Reinforcement Learning for Self-Improving Agent with Skill Library ↗Jiongxiao Wang, Qiaojing Yan, Yawei Wang et al. · Long Papers1 citation
- Reinforcement Learning on Pre-Training Data ↗Siheng Li, Kejiao Li, Zenan Xu et al. · Long Papers1 citation
- RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository ↗Zhiyuan Peng, Xin Yin, Pu Zhao et al. · Long Papers1 citation
- ReportLogic: Evaluating Logical Quality in Deep Research Reports ↗Jujia Zhao, Zhaoxin Huan, Zihan Wang et al. · Long Papers1 citation
- Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring ↗Peichun Hua, Hao Li, Shanghao Shi et al. · Long Papers1 citation
- Rethinking Scale: Deployment Trade-offs of Small Language Models under Agent Paradigms ↗Xinlin Wang · Industry Track1 citation
- Retrievals Can Be Detrimental: Unveiling the Backdoor Vulnerability of Retrieval-Augmented Diffusion Models ↗Hao Fang, Xiaohang Sui, Hongyao Yu et al. · Long Papers1 citation
- Retrieving to Recover: Towards Incomplete Audio-Visual Question Answering via Semantic-consistent Purification ↗Jiayu Zhang, Shuo Ye, Qilang Ye et al. · Long Papers1 citation
- Revealing Procedural Reasoning Structures in Chain-of-Thought Training via Span-Level Gradient Organization ↗Jia Liu, Jiaxin Luo, Weiwen Xu et al. · Long Papers1 citation
- ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents ↗Zhuofeng Li, Yi Lu, Dongfu Jiang et al. · Long Papers1 citation
- Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation ↗Wei-Cheng Tseng, Xuanru Zhou, Mingyue Huo et al. · Long Papers1 citation
- S2G-RAG: Structured Sufficiency and Gap Judging for Iterative Retrieval-Augmented QA ↗Minghan Li, Junjie Zou, Xinxuan Lv et al. · Long Papers1 citation
- SACTOR: LLM-Driven Correct and Idiomatic C to Rust Translation with Static Analysis and FFI-Based Verification ↗Tianyang Zhou, Ziyi Zhang, Haowen Lin et al. · Long Papers1 citation
- SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning ↗Peidong Wang, Zhiming Ma, Xin Dai et al. · Long Papers1 citation
- SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant Reasoning ↗Rania Elbadry, Sarfraz Ahmad, Ahmed Heakl et al. · Long Papers1 citation
- SAM3-I: Segment Anything with Instructions ↗Jingjing Li, Yue Feng, Yuchen Guo et al. · Long Papers1 citation
- SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression ↗Yiqiao Jin, Kartik Sharma, Vineeth Rakesh et al. · Long Papers1 citation
- SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding ↗Shuang Cheng, Yuhua Jiang, Zineng Zhou et al. · Long Papers1 citation
- SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science ↗Wonduk Seo, Juhyeon Lee, Yanjun Shao et al. · Long Papers1 citation
- SSSD: Simply-Scalable Speculative Decoding ↗Michele Marzollo, Jiawei Zhuang, Niklas Roemer et al. · Long Papers1 citation
- STReasoner: Empowering LLMs for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning ↗Juntong Ni, Shiyu Wang, Qi He et al. · Long Papers1 citation
- SafeConstellations: Mitigating Over-Refusals in LLMs Through Task-Aware Representation Steering ↗Utsav Maskey, Sumit Yadav, Mark Dras et al. · Long Papers1 citation
- Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration ↗Zijun Liu, Zhennan Wan, Peng Li et al. · Long Papers1 citation
- Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models ↗Tingchen Fu, Yafu Li, Jiawei Gu et al. · Long Papers1 citation
- SciCoQA: Quality Assurance for Scientific Paper–Code Alignment ↗Tim Baumgärtner, Iryna Gurevych · Long Papers1 citation
- SeCuRepair: Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework ↗Chengran Yang, Ting Zhang, Jinfeng Jiang et al. · Long Papers1 citation
- See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs ↗Yicheng Ji, Jun Zhang, Jinpeng Chen et al. · Long Papers1 citation
- Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts ↗Haolei Xu, Haiwen Hong, Hongxing Li et al. · Long Papers1 citation
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