ACL 2026: all accepted papers
- CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit ↗Kangyu Wang, Zhiyun Jiang, Haibo Feng et al. · Long Papers
- CritiSense: Critical Digital Literacy and Resilience Against Misinformation ↗Firoj Alam, Fatema Ahmad, Ali Ezzat Shahroor et al. · System Demonstrations
- CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization ↗Zhongyuan Peng, Yifan Yao, Kaijing Ma et al. · Long Papers
- Critical-CoT: A Robust Defense Framework against Reasoning-Level Backdoor Attacks in Large Language Models ↗Vu Tuan Truong, Long Bao Le · Long Papers
- CrochetBench: Can Vision-Language Models Move from Describing to Doing in Crochet Domain? ↗Peiyu Li, Xiaobao Huang, Ting Hua et al. · Long Papers
- Cross-Examination Framework: A Task-Agnostic Diagnostic for Information Fidelity in Text-to-Text Generation ↗Tathagata Raha, Clement Christophe, Nada Saadi et al. · Long Papers
- Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs ↗Hongcheng Liu, Yuhao Wang, Zhe Chen et al. · Long Papers
- Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality ↗Wei Li, Zhen Huang, Xinmei Tian · Long Papers
- Cross-Modal Taxonomic Generalization in (Vision-) Language Models ↗Tianyang Xu, Marcelo Sandoval-Castañeda, Karen Livescu et al. · Long Papers
- Cross-Prompt Automated Essay Scoring of Multiple Traits: Making Sense of the State of the Art ↗Shengjie Li, Vincent Ng · Long Papers
- CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks ↗Xu Zhang, Hao Li, Zhichao Lu · Long Papers
- Crosscoding Through Time: Tracking Emergence & Consolidation Of Linguistic Representations Throughout LLM Pretraining ↗Deniz Bayazit, Aaron Mueller, Antoine Bosselut · Long Papers
- Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains ↗Yi Su, Dian Yu, Linfeng Song et al. · Long Papers
- CuMA: Aligning LLMs with Sparse Cultural Values via Demographic-Aware Mixture of Adapters ↗Ao Sun, Xiaoyu Wang, Zhe Tan et al. · Long Papers
- Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation ↗Tianyi Hu, Andrea Morales-Garzón, Jingyi Zheng et al. · Long Papers
- Cultivating Forensic Reasoning for Generalizable Multimodal Manipulation Detection ↗Yuchen Zhang, Yaxiong Wang, Kecheng Han et al. · Long Papers
- Cultural Benchmarking of LLMs in Standard and Dialectal Arabic Dialogues ↗Muhammad Dehan Al Kautsar, Saeed Almheiri, Momina Ahsan et al. · Long Papers
- Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards ↗Youliang Yuan, Qiuyang Mang, Jingbang Chen et al. · Long Papers
- Current Advances in LLM Reasoning ↗Akhil Arora, Vishrav Chaudhary, Julia Kreutzer et al. · Tutorial Abstracts
- Current Agents Fail to Leverage World Model as Tool for Foresight ↗Cheng Qian, Emre Can Acikgoz, Bingxuan Li et al. · Long Papers
- Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning ↗Jiaxi Bi, Tongxu Luo, Wenyu Du et al. · Long Papers
- CxMP: A Linguistic Minimal-Pair Benchmark for Evaluating Constructional Understanding in Language Models ↗Miyu Oba, Saku Sugawara · Long Papers · 🏆 Outstanding Paper
- CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data ↗Zeyu Zhang, Kexuan Sun, Zheng Tang et al. · Long Papers
- D$^2$Plan: Dual-Agent Dynamic Global Planning for Complex Retrieval-Augmented Reasoning ↗Kangcheng Luo, Tinglang Wu, Yansong Feng · Long Papers
- DAC-Bench: A Decision-Aware Benchmark for Compositional Mobile GUI Tasks ↗Yuqing Zhang, Honghui Sheng, Xueyu Hu et al. · Long Papers
- DARM: Distribution-Aware Reward Modeling by Alleviating Biases from Low Preference-Context Dependency Data ↗Shaofan Liu, Guoqiang Zhang, Shihan Dou et al. · Long Papers
- DART: Disambiguation-Aware Reasoning for Video-guided Machine Translation ↗Boyu Guan, Chuang Han, Yang Zhao et al. · Long Papers
- DE-CLIP: Few-Shot Anomaly Detection via Difference-Guided Embedding Editing ↗Yage Zhang, Yukun Jiang, Michael Backes et al. · Long Papers
- DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling ↗Zhixuan Yang, Fu Zhang, Huangming Xu et al. · Long Papers
- DEFT: Demystifying VLN Failures via a Unified Dual-View Explainability Framework for LLM-based Agents ↗Yawen Wang, Yihan Dai, Jianming Chen et al. · Long Papers
- DFAMS: Dynamic-flow guided Federated Alignment based Multi-prototype Search ↗Zhibang Yang, Xinke Jiang, Rihong Qiu et al. · Long Papers
- DIA-HARM: Dialectal Disparities in Harmful Content Detection Across 50 English Dialects ↗Jason S Lucas, Matt Murtagh White, Ali Al-Lawati et al. · Long Papers · 🏆 Best Social Impact Paper
- DIAGRAMS : A Review Framework for Reasoning-Level Attribution in Diagram QA ↗Anirudh Iyengar Kaniyar Narayana Iyengar, Tampu Ravi Kumar, Manan Suri et al. · System Demonstrations
- DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay ↗Yunxiang MO, Tianshi Zheng, Qing Zong et al. · Short Papers
- DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection ↗Tianle Liu, Zhiliang Tian, Zhen Huang et al. · Long Papers
- DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs ↗Wenzhuo Xu, Zhipeng Wei, Zonghao Ying et al. · Long Papers
- DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management ↗Kai Yin, Xiangjue Dong, Chengkai Liu et al. · Long Papers
- DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search ↗Guangming Qin, Yuhao Deng, Yukun Zhao et al. · Long Papers
- DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency ↗Boyan Li, Ou Ocean Kun Hei, Yue Yu et al. · Long Papers
- DPDV: Dual-Pathway and Dual-View Representation Learning for Bridging Information Asymmetry in Text-Video Retrieval ↗Zequn Xie, Xin Liu, Fangming Feng et al. · Long Papers
- DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents ↗JunShuo Zhang, Chengrui Huang, Feng Guo et al. · Long Papers
- DPWriter: Reinforcement Learning with Diverse Planning Branching for Creative Writing ↗Qian Cao, Yahui Liu, Wei Bi et al. · Long Papers
- DQA: Diagnostic Question Answering for IT Support ↗Vishaal Kapoor, Mariam Dundua, Evren Yortucboylu et al. · Industry Track
- DR-Arena: an Automated Evaluation Framework for Deep Research Agents ↗Yiwen Gao, Ruochen Zhao, Yang Deng et al. · Long Papers
- DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation ↗Zining Liu, Yunhai Hu, Tianhua Xia et al. · Long Papers
- DREAM: Deep Research Evaluation with Agentic Metrics ↗Elad Ben Avraham, ChangHao Li, Ron Dorfman et al. · Long Papers
- DRInQ: Evaluating Conversational Implicature with Controlled Context VariationHirona Jacqueline Arai, Xiang Ren · Long Papersour summary
- DUAL RM: Beyond Rule-based Preference Reward Modeling via Meta-Reward ↗Xiaobo Liang, Wanfu Wang, Qipeng Huang et al. · Long Papers
- DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models ↗Yixin Bu, Runze Xia, Guanyun Zou et al. · Long Papers
- DVCQR: Dual-View Conversational Query Rewriting with Stage-wise Reinforcement Learning ↗Chenyi Li, Xinhui Tu, Zaixiang Wang · Long Papers
- DVI-DTM: Dual-View Representation Learning for Interpretable Short Text Dynamic Topic Modeling ↗Di Liu, Zheng Fang, Bin Wu · Long Papers
- DVMap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value Mapping ↗Pengyun Zhu, Yuqi Ren, Zhen Wang et al. · Long Papers
- Dark & Stormy: Modeling Humor in Sentences from the Bulwer-Lytton Fiction Contest ↗Venkata S Govindarajan, Laura Biester · Short Papers
- DarwinTOD: LLM-Driven Lifelong Self-evolution for Task-oriented Dialog Systems ↗Shuyu Zhang, Yujie Liu, Xinru Wang et al. · Long Papers
- Dash-M5H: An Interactive Dashboard for Multi-Modal, Multi-Model Mental Health Assessment ↗Raymond Alavo, Xinyuan Zhang, Gemza Ademaj et al. · System Demonstrations
- Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards ↗Tianhao Niu, Ziyu Han, Qiguang Chen et al. · Long Papers
- Data Efficient RLVR via Off-Policy Influence Guidance ↗Erle Zhu, Dazhi Jiang, Yuan Wang et al. · Long Papers
- Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training ↗Kailai Yang, Xiao Liu, Lei Ji et al. · Long Papers
- Data Pollination: An Emergent Ecological Process Driving AI Population Evolution ↗Shufang Xie, Qizhi Pei, Ang Lv et al. · Long Papers
- Data-efficient Targeted Token-level Preference Optimization for LLM-based Text-to-Speech ↗Rikuto Kotoge, Yuichi Sasaki · Short Papers
- DataArc-SynData-Toolkit: A Unified Closed-Loop Framework for Multi-Path, Multimodal, and Multilingual Data Synthesis ↗Zhichao Shi, Cehao Yang, Hao Zhou et al. · System Demonstrations
- De-Anonymization at Scale via Tournament-Style Attribution ↗Lirui Zhang, Huishuai Zhang · Long Papers
- DeReA: Improving Idiom Translation with Detect-Retrieve-Arbitrate Reasoning ↗Rongqing Jiang, Xuebo Liu, Shengxin Liu et al. · Long Papers
- Debate-of-Thoughts: Resolving Knowledge Conflicts in LLMs Through Internal Deliberation ↗Guocong Li, Qirui Hu, Ping Wang et al. · Long Papers
- Debiased Orthogonal Boundary-Driven Efficient Noise Mitigation ↗Hao Li, Jiayang Gu, Jingkuan Song et al. · Long Papers
- Debiasing Logical Fallacy Detection for Real-World Robustness via Counterfactually Augmented Data ↗Navyansh Singh · Student Research Workshop
- Debiasing Reward Models via Causally Motivated Inference-Time Intervention ↗Kazutoshi Shinoda, Kosuke Nishida, Kyosuke Nishida · Long Papers
- DecIF: Improving Instruction-Following through Decomposition ↗Tingfeng Hui, Pengyu Zhu, Bowen Ping et al. · Long Papers
- Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models ↗Yanbin Yin, Kun Zhou, Zhen Wang et al. · Long Papers
- Decisive: Guiding User Decisions with Optimal Preference Elicitation from Unstructured Documents ↗Akriti Jain, Anish Mulay, Divyansh Verma et al. · Long Papers
- DecoCal: Decoding with Calibration in Diffusion Large Language Models ↗Fan Xu, Huixuan Zhang, Xiaojun Wan · Long Papers
- Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning ↗Junpeng Ding, Zichen Tang, Haihong E et al. · Long Papers
- Decoding Text Spans for Efficient and Accurate Named-Entity Recognition ↗Andrea Maracani, Savas Ozkan, Junyi Zhu et al. · Industry Track
- Decoding-Unlearning: Fact Forgetting via Entropy-Guided Inference ↗Jingwen Pu, Mingjun Shi, Xinrui Ren et al. · Long Papers
- Decoupling Generalization and Adaptation in Meta-Learning for Large Language Models ↗Nitin Vetcha, Binqian Xu, Dianbo Liu · Short Papers
- Decoupling Task-Solving and Output Formatting in LLM Generation ↗Haikang Deng, Po-Nien Kung, Nanyun Peng · Long Papers
- Deep Kernel Fusion for Transformers ↗Zixi Zhang, Zhiwen Mo, Yiren Zhao et al. · Short Papers
- Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety ↗Wei-Chieh Huang, Henry Peng Zou, Yaozu Wu et al. · Long Papers
- Deep Supervised Contrastive Learning of Pitch Contours for Robust Pitch Accent Classification in Seoul Korean ↗Hyunjung Joo, GyeongTaek Lee · Long Papers
- Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation ↗Fangda Ye, Kuicai Dong, Xie Zhifei et al. · Long Papers
- DeepFact: Co-Evolving Benchmarks and Agents for Deep Research Factuality ↗Yukun Huang, Leonardo F. R. Ribeiro, Momchil Hardalov et al. · Long Papers
- DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation ↗Li Huang, Zhongxin Liu, Yifan Wu et al. · Long Papers
- DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints ↗Yinger Zhang, Shutong Jiang, Renhao Li et al. · Long Papers
- DeepResearch Retail: Benchmarking Tool-Augmented Deep Research in the E-Commerce Domain ↗Rafael Ferreira, Flavio Di Palo, Huilin Lu et al. · Industry Track
- DefGen-Bench: A Benchmark for Chinese Criminal Defence Opinion Generation in LegalAI ↗Senbo Zhang, Qiqi Wang, Fanghao Lou et al. · Long Papers
- Defense Against Knowledge Poisoning Attack on GraphRAG ↗Havva Alizadeh Noughabi, Fattane Zarrinkalam, Ali Dehghantanha · Short Papers
- Defenses Against Prompt Attacks Learn Surface Heuristics ↗Li Li, Chenxiao Yu, Zhiyu Ni et al. · Long Papers
- Deliberative Searcher: Improving LLM Reliability via Reinforcement Learning with Constraints ↗Zhenyun Yin, Shujie Wang, Xuhong Wang et al. · Long Papers
- Demonstrating ViviDoc: Generating Interactive Documents through Human-Agent Collaboration ↗Yinghao Tang, Yupeng Xie, Yingchaojie Feng et al. · System Demonstrations
- Demystifying Data Organization for Enhanced LLM Training ↗Yalun Dai, Yangyu Huang, Tongshen Yang et al. · Long Papers
- Demystifying Uncertainty in LLMs: Active Calibration between Concepts and Human Evaluations ↗Pengqi Li, Lizhong Ding, Zhehao Zhou et al. · Long Papers
- Deriving Character Logic from Storyline as Codified Decision Trees ↗Letian Peng, Kun Zhou, Longfei Yun et al. · Long Papers
- DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ↗Junchao Wu, Yefeng Liu, Chenyu Zhu et al. · Long Papers
- Detecting AI-Generated Content on Social Media with Multi-modal Language Models ↗Chenyang Yang, Shen Yan, Yibo Yang et al. · Industry Track
- Detecting Hallucinations in Large Language Models via Internal Attention Divergence Signals ↗Gijs van Dijk · Student Research Workshop
- Detecting RAG Extraction Attack via Dual-Path Runtime Integrity Game ↗Yuanbo Xie, Yingjie Zhang, Yulin Li et al. · Long Papers
- Detecting What Queries Seek: Steering LLM Safety with FFN Output Activation Monitoring ↗Xiaohao Luo, Ying Wei, Rui Zhao · Long Papers
- Detoxification for LLM: From Dataset Itself ↗Wei Shao, Yihang Wang, Gao yu Zhu et al. · Long Papers
- Development and Benchmarking of a Blended Human-AI Qualitative Research Assistant ↗Joseph Matveyenko, James Liu, John David Parsons et al. · Industry Track
- DiNO: Disinformation Narrative Observer ↗Witold Sosnowski, Arkadiusz Modzelewski, Kinga Skorupska et al. · Long Papers
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