ACL 2026: all accepted papers
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- How Do Inpainting Artifacts Propagate to Language? ↗Pratham Yashwante, Davit Abrahamyan, Shresth Grover et al. · Short Papers
- How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability Study ↗Zhen Yang, Ping Jian, Zhongbin Guo et al. · Long Papers
- How Good is Your Wikipedia? Auditing Data Quality for Low-resource and Multilingual NLP ↗Kushal Tatariya, Artur Kulmizev, Wessel Poelman et al. · Long Papers
- How Hard is Math? Using Quantitative Metrics to Measure LLM Alignment to Human Intuitions of Difficulty ↗Micah Helzerman, Steven R Wilson, Cam McLeman · Student Research Workshop
- How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients ↗Ming Li, Yanhong Li, Ziyue Li et al. · Long Papers
- How Long Reasoning Chains Influence LLMs' Judgment of Answer Factuality ↗Minzhu Tu, Shiyu Ni, Keping Bi · Long Papers
- How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting ↗Parker Seegmiller, Joseph Gatto, Sarah E. Greer et al. · Long Papers
- How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study ↗Zhexin Zhang, Xian Qi Loye, Victor Shea-Jay Huang et al. · Long Papers
- How Tokenization Limits Phonological Knowledge Representation in Language Models and How to Improve Them ↗Disen Liao, Freda Shi · Long Papers
- How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models ↗Minsung Kim, Dong-Kyum Kim, Jea Kwon et al. · Long Papers
- How do Role Models Shape Collective Morality? Exemplar-Driven Moral Learning in Multi-Agent Simulation ↗Junjie Liao, Huacong Tang, Zhou Ziheng et al. · Long Papers
- How to Improve LLMs' Performance on Specific Languages: A Perspective on LLM-Derived Language Similarity ↗Xinhe Shi, Qingcheng Zeng, Weihao Xuan et al. · Long Papers
- How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModel ↗Yongqi Tong, Xiaoyun Feng, Lyuxin Xue et al. · Industry Track
- HowToNarrate: A General-Domain Benchmark for Synchronized Video Narration with External Knowledge ↗Xueyan Wang, Dingyi Yang, Qin Jin · Long Papers
- HumanLLM: Benchmarking and Improving LLM Anthropomorphism via Human Cognitive Patterns ↗Xintao Wang, Jian Yang, Weiyuan Li et al. · Long Papers
- HuoziIME: An On-Device LLM-Enhanced Input Method for Deep Personalization ↗Baocai Shan, Yuzhuang Xu, Wanxiang Che · System Demonstrations
- Hybrid Autoregressive-Diffusion Model for Real-Time Sign Language Production ↗Maoxiao Ye, Xinfeng Ye, Sathiamoorthy Manoharan · Long Papers
- HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference ↗Bowen Zeng, Feiyang Ren, Jun Zhang et al. · Long Papers
- HyperMem: Hypergraph Memory for Long-Term Conversations ↗Juwei Yue, Chuanrui Hu, Jiawei Sheng et al. · Long Papers
- HypoEval: Hypothesis-Guided Evaluation for Natural Language Generation ↗Mingxuan Li, Hanchen Li, Chenhao Tan · Long Papers
- I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing ↗Jinghan Yu, Junhao Xiao, Chenyu Zhu et al. · Long Papers
- ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding ↗Ziyi Yin, Yuanpu Cao, Ting Wang et al. · Long Papers
- IDP Accelerator: Agentic Document Intelligence from Extraction to Compliance Validation ↗Md Mofijul Islam, Md Sirajus Salekin, Joe King et al. · System Demonstrations
- IEvoAgent: Evolving Conversational Agent based on User Implicit Feedback ↗Yichen Cai, Jiayang Li, Junyuan Qiu et al. · Long Papers
- IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following Evaluation ↗Bosi Wen, Yilin Niu, Cunxiang Wang et al. · Long Papers
- IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation ↗Bosi Wen, Yilin Niu, Cunxiang Wang et al. · Long Papers
- IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation ↗Yinghao Tang, Xueding Liu, Boyuan Zhang et al. · Long Papers
- IMPACT: Importance-Aware Activation Space Reconstruction ↗Md Mokarram Chowdhury, Daniel Agyei Asante, Ernie Chang et al. · Long Papers
- INFACT: A Diagnostic Benchmark for Induced Faithfulness and Factuality Hallucinations in Video-LLMs ↗Yangjunqi, Yuecong Min, Jie Zhang et al. · Long Papers
- IPS: In-Prompt Process Supervision for Short Video Content Moderation ↗Mingchao Liu, Yu Sun, Ruixiao Sun et al. · Industry Track
- IRIS: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical Reasoning ↗Navya Gupta, Rishitej Reddy Vyalla, Avinash Anand et al. · Long Papers
- IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking ↗Zechen Sun, Yuyang Sun, Zecheng Tang et al. · Long Papers
- IUQ: Interrogative Uncertainty Quantification for Long-Form Large Language Model Generation ↗Haozhi Fan, Jinhao Duan, Kaidi Xu · Long Papers
- I\texttwosuperiorB-LPO: Latent Policy Optimization via Iterative Information Bottleneck ↗Huilin Deng, Hongchen Luo, Yue Zhu et al. · Long Papers
- IceBreaker for Conversational Agents: Breaking the First-Message Barrier with Personalized Starters ↗Hongwei Zheng, Weiqi Wu, Zhengjia Wang et al. · Industry Track
- Identifying the Periodicity of Information in Natural Language ↗Yulin OU, Yu Wang, Yang Xu et al. · Long Papers
- Identity-Robust Language Model Generation via Content Integrity Preservation ↗Miao Zhang, Kelly Chen, Mehrab Tanjim et al. · Long Papers
- Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency ↗Haoming Xu, Ningyuan Zhao, Yunzhi Yao et al. · Long Papers
- Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation ↗Katelyn X. Mei, Yi-Li Hsu, Minjoon Choi et al. · Long Papers
- ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement ↗Kangyang Luo, Yuzhuo Bai, Shuzheng Si et al. · Long Papers
- ImF: Embedding an Implicit Fingerprint in Your Large Language Models ↗Jiaxuan Wu, Wanli Peng, Hang fu et al. · Long Papers
- ImReasoner: Improving Memory-based Language Models for Reasoning-in-a-Haystack Tasks ↗Ching-Yun Ko, Payel Das, Sihui Dai et al. · Long Papers
- Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning ↗Sihang Jiang, Zhiyu Lu, Keyi Wang et al. · Long Papers
- ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment ↗Jun-Hak Yun, Seung-Bin Kim, Seong-Whan Lee · Long Papers
- ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following ↗Yuancheng Yang, Lin Yang, Xu Wang et al. · Long Papers
- Impatient Users Confuse AI Agents: High-fidelity Simulations of Human Traits for Testing Agents ↗Muyu He, Anand Kumar, Soumyadeep Bakshi et al. · Long Papers
- Implicit Representations of Grammaticality in Language Models ↗Yingshan Susan Wang, Linlu Qiu, Zhaofeng Wu et al. · Long Papers
- ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models ↗Chonghan Qin, Xiachong Feng, Weitao Ma et al. · Long Papers · 🏆 Best Resource Paper
- Improving Autoformalization Using Direct Dependency Retrieval ↗Shaoqi Wang, Lu Yu, Siwei Lou et al. · Long Papers
- Improving Hate Speech Detection by Fusing Textual and User Interaction Representations in Online Communities ↗Xu Gao, Dong Jing, Kee-hung Lai · Industry Track
- Improving Long-Context Translation via Self-Supervised Dual Learning ↗Shanbo Cheng, Shuaijie She, Yu Bao et al. · Long Papers
- Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization ↗Gongbo Zhang, Yifan Peng, Chunhua Weng · Short Papers
- Improving the Distributional Alignment of LLMs using Supervision ↗Gauri Kambhatla, Sanjana Gautam, Angela Zhang et al. · Long Papers
- In-Context Representation Hijacking ↗Itay Yona, Amir Sarid, Michael Karasik et al. · Long Papers
- Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation ↗Jiang Zhou, Xiaohu Zhao, Xinwei Wu et al. · Long Papers
- Incomplete In-context Learning ↗Wenqiang Wang, Wen Yujia, Yan Xiao et al. · Long Papers
- Incorporating Temporal Coherence to Cross-Document Event Coreference Resolution ↗Xinyu Chen, Peifeng Li, Qiaoming Zhu · Long Papers
- Index-Time Prefix Injection for Multi-Tenant Retrieval: Improving Search Relevance Without Model Fine-Tuning ↗Vaibhav Varshney, Manjunatha Naik Mc · Industry Track
- Inference-Time Feedback for Reasoning Controllability in Diffusion Language Models ↗Clovis Barbour, Huixin Zhan · Student Research Workshop
- InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling ↗Haochen Shi, Tianshi Zheng, Weiqi Wang et al. · Long Papers
- Inferring Events from Time Series using Language Models ↗Mingtian Tan, Mike A Merrill, Zachary Gottesman et al. · Long Papers
- InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training ↗Ziyun Zhang, Zezhou Wang, Xiaoyi Zhang et al. · Long Papers
- Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation ↗Xiangxu Zhang, Lei Li, Yanyun Zhou et al. · Long Papers
- Influence-based Online Experience Selection for Effective RLHF ↗Yifan Gong, Jing Yao, Xiting Wang et al. · Long Papers
- Inhibitory Attacks on Backdoor-based Fingerprinting for Large Language Models ↗Hang fu, Wanli Peng, Yinghan Zhou et al. · Long Papers
- Injecting Context via Situation Working Memory for Logical Reasoning with LLMs ↗Jieun Kim, Seoha Lim, YoungHae Choi et al. · Long Papers
- InsLogicBench: An Argumentation Logic Grounded Benchmark for Complex Insurance Claims Adjudication ↗Jin Liu, Yunpeng Liu, Keyi Wang et al. · Long Papers
- Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems ↗Jihao Zhao, Ding Chen, Zhaoxin Fan et al. · Long Papers
- InsideOut: Measuring and Mitigating Insider–Outsider Bias in Interview Script Generation ↗Yixin Wan, Xingrun Chen, Kai-Wei Chang · Long Papers
- InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning ↗Junyou Su, He Zhu, Xiao Luo et al. · Long Papers
- Instruction Data Selection via Answer Divergence ↗Bo Li, Mingda Wang, Shikun Zhang et al. · Long Papers
- Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following ↗Qingyu Ren, Qianyu He, Powei Chang et al. · Long Papers
- Integrating Data Validation with Large Language Models for Regulation-Guided Tabular Anomaly Detection ↗Haoliang Huang, Zihuang Cai, Zhuo Tang et al. · Long Papers
- Intent-Driven Semantic ID Generation for Grounded Conversational News Recommendation ↗Hongyang Su, Beibei Kong, Lei Cheng et al. · Industry Track
- Interleaved Latent Visual Reasoning with Selective Perceptual Modeling ↗Shuai Dong, Siyuan Wang, Xingyu Liu et al. · Long Papers
- Interleaved Tool-Call Reasoning for Protein Function Understanding ↗Chuanliu Fan, Zicheng Ma, Huanran Meng et al. · Long Papers
- Interpretability of LLM Classifiers via the Rational Inattention Theory with Application to Hate Speech Detection ↗Yuan Zhao, Ali Abdi · Student Research Workshop
- Interpretable Coreference Resolution Evaluation Using Explicit Semantics ↗Bruno Gatti, Giuliano Martinelli, Roberto Navigli · Long Papers
- Interpretable Safety Alignment via SAE-Constructed Low-Rank Subspace Adaptation ↗Dianyun Wang, Qingsen Ma, Yuhu Shang et al. · Long Papers
- Interpreto: An Explainability Library for Transformers ↗Antonin Poché, Thomas Mullor, Gabriele Sarti et al. · System Demonstrations
- Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries ↗Ki Sen Hung, Xi Yang, Chang Liu et al. · Long Papers
- IntrAgent: An LLM Agent for Content-Grounded Information Retrieval through Literature Review ↗Fengbo Ma, Zixin Rao, Xiaoting Li et al. · Long Papers
- Inverting the Shield: Systematically Generating Safety Tests from Policy Specifications ↗Xiaoyue Lu, Xianglin Yang, Haijun Liu et al. · Long Papers
- Investigating Counterfactual Unfairness in LLMs towards Identities through Humor ↗Shubin Kim, Yejin Son, Junyeong Park et al. · Long Papers
- Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters ↗Zhiyu Xu, Lean Wang, Yuanxin Liu et al. · Long Papers
- Investigating More Explainable and Partition-Free Compositionality Estimation for LLMs: A Rule-Generation Perspective ↗Ziyao Xu, Cong Wang, Houfeng Wang · Long Papers
- Investigating the Representation of Backchannels and Fillers in Fine-tuned Language Models ↗Yu Wang, Leyi Lao, Langchu Huang et al. · Long Papers
- Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint Verbalization ↗Kerem Zaman, Shashank Srivastava · Long Papers
- Is EEG-to-Text Feasible in Real-World Scenarios? An In-Depth Analysis Using a Neuropsychology-Inspired Benchmark ↗Zihan Zhang, Yu Bao, Xiao Ding et al. · Long Papers
- Is a Document Educational or Just Wikipedia-Style? –- Pitfalls of Classifier-Based Quality Filtering ↗Mateusz Klimaszewski, Piotr Andruszkiewicz · Short Papers
- Is the Attention Matrix Really the Key to Self-Attention in Multivariate Long-Term Time Series Forecasting? ↗Xinyu Li, Kexi Chen, Jiajie Shen et al. · Long Papers
- Is this chart lying to me? Automating the detection of misleading visualizations ↗Jonathan Tonglet, Jan Zimny, Tinne Tuytelaars et al. · Long Papers
- It's Not What You Say, It's How You Say It: Evaluating LLM Responses to Expressions of Belief ↗Kevin Du, Clara Kümpel, Michelle Wastl et al. · Long Papers
- IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering ↗JungMin Yun, YoungBin Kim · Long Papers
- Iterative Dual-Model Alignment for Story Evaluation ↗Bruce Qin, Dan Goldwasser · Long Papers
- J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization ↗Austin Xu, Yilun Zhou, Xuan-Phi Nguyen et al. · Long Papers
- JPU: Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification ↗Xi Wang, Songlei Jian, Shasha Li et al. · Long Papers
- JW-SVD: Bridging the Cross-Modal Mismatch in Post-Training MLLM Compression ↗Runchao Li, Yao Fu, Mu Sheng et al. · Long Papers
- Jailbreaking Multimodal Large Language Models using Multi-Clip Video ↗Choongwon Kang, Seungjong Sun, Hyunmin Jun et al. · Long Papers
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