ACL 2026: all accepted papers
- Among Us: Language of Conspiracy Theorists on Mainstream Reddit ↗Francesco Corso, Giuseppe Russo, Francesco Pierri et al. · Long Papers1 citation
- Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models ↗Wei Wu, Liyi Chen, Congxi Xiao et al. · Long Papers1 citation
- Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods ↗Chenfei Liao, Wensong Wang, Zichen Wen et al. · Long Papers1 citation
- Arg-LLaDA: Argument Summarization via Large Language Diffusion Models and Sufficiency-Aware Refinement ↗Hao Li, Yizheng Sun, Viktor Schlegel et al. · Long Papers1 citation
- Attribution, Citation, and Quotation: A Survey of Evidence-based Text Generation with Large Language Models ↗Tobias Schreieder, Tim Schopf, Michael Färber · Long Papers1 citation
- AutoFigure-Edit: Generating Editable Scientific Illustrations via Reference-Guided Styling ↗Zhen Lin, Qiujie Xie, Minjun Zhu et al. · System Demonstrations1 citation
- AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction ↗Hong Ting Tsang, Jiaxin Bai, Haoyu Huang et al. · Long Papers1 citation
- Automatic Correction of Writing Anomalies in Hausa Texts ↗Ahmad Mustapha Wali, Sergiu Nisioi · Long Papers1 citation
- BadScientist: Can a Research Agent Write Convincing but Unsound Papers that Fool LLM Reviewers? ↗Fengqing Jiang, Yichen Feng, Yuetai Li et al. · Long Papers1 citation
- Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models ↗Shaonan Liu, Guo Yu, Xiaoling Luo et al. · Long Papers1 citation
- Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering ↗Huiyao Chen, Yi Yang, Yinghui Li et al. · Long Papers1 citation
- Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation ↗Le Chen, Nuo Xu, Winson Chen et al. · Long Papers1 citation
- Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation EvaluationYanzhi Tian, Cunxiang Wang, Zeming Liu et al. · Long Papers1 citation · our summary
- Beyond Meta-Reasoning: Metacognitive Consolidation for Self-Improving LLM Reasoning ↗Ziqing Zhuang, Linhai Zhang, Jiasheng Si et al. · Long Papers1 citation
- Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning ↗Rui Pu, Chaozhuo Li, Rui Ha et al. · Long Papers1 citation
- Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts ↗Jingting Zheng, Yuqi Ren, Linhao Yu et al. · Long Papers1 citation
- Beyond “I Don't Know”: Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty ↗Jingyi Ren, Ante Wang, Yunghwei Lai et al. · Long Papers1 citation
- Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models ↗Wenxuan Wang, Zizhan Ma, Guo Yu et al. · Long Papers1 citation
- Building LLMs Like LEGO: Two-dimensional Architecture Reassembly of Large Language Models ↗Xingyu Wu, Yu Zhou, KC Tan · Long Papers1 citation
- CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty ↗Johannes Kirmayr, Lukas Stappen, Elisabeth Andre · Long Papers · 🏆 Outstanding Paper1 citation
- CLAOCS-TX: Cross-Lingual Triplet Extraction with Aspect-Opinion-Aware Code-Switched Prompting and LLM-Guided Contrastive Distillation ↗Lipika Dewangan, Chandresh Kumar Maurya · Long Papers1 citation
- CNSL-bench: Benchmarking the Sign Language Understanding Capabilities of MLLMs on Chinese National Sign Language ↗Rui Zhao, Xuewen Zhong, Xiaoyun Zheng et al. · Long Papers1 citation
- CODERL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment ↗Xue Jiang, Yihong Dong, Mengyang Liu et al. · Long Papers1 citation
- CPR-RAG: Clinical Prior-Regularized Retrieval for Anatomy-Aware 3D CT Report Generation ↗Sungkyu Yang, Kang-Min Kim, Mansu Kim · Long Papers1 citation
- CPTCoder: A Reliable LLM System for Medical Procedure Code Prediction ↗Benlu Wang, Ziyao Shangguan, Kyle Tegtmeyer et al. · System Demonstrations1 citation
- CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards ↗Wei Tian, Yuhao Zhou, Man Lan · Long Papers1 citation
- CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning ↗Biao Yi, Tiansheng Huang, Baolei Zhang et al. · Long Papers1 citation
- CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning ↗Eric Onyame, Akash Ghosh, Subhadip Baidya et al. · Long Papers1 citation
- Can AI Be a Good Peer Reviewer? A Survey of Peer Review Process, Evaluation, and the Future ↗Sihong Wu, Owen Jiang, Yilun Zhao et al. · Long Papers1 citation
- Can Large Language Models Infer Causal Relationships from Real-World Text? ↗Ryan Saklad, Aman Chadha, Oleg V. Pavlov et al. · Long Papers1 citation
- ChatHLS: Towards Systematic Design Automation and Optimization for High-Level Synthesis ↗Runkai Li, Jia Xiong, Xiuyuan He et al. · Long Papers1 citation
- ChatR1: Reinforcement Learning for Conversational Reasoning and Retrieval Augmented Question Answering ↗Simon Lupart, Mohammad Aliannejadi, Evangelos Kanoulas · Long Papers1 citation
- ChipSeek: Optimizing Verilog Generation via EDA-Integrated Reinforcement Learning ↗Zhirong Chen, Kaiyan Chang, Zhuolin Li et al. · Long Papers1 citation
- CityCube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments ↗Haotian Xu, Yue Hu, Zhengqiu Zhu et al. · Long Papers1 citation
- ClaimDB: A Fact Verification Benchmark over Large Structured Data ↗Michael Theologitis, Preetam Prabhu Srikar Dammu, Chirag Shah et al. · Long Papers1 citation
- ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making ↗Yusuke Watanabe, Yohei Kobashi, Takeshi Kojima et al. · Industry Track1 citation
- Closing the Modality Reasoning Gap for Speech Large Language Models ↗Chaoren Wang, Heng Lu, Xueyao Zhang et al. · Long Papers1 citation
- CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs ↗Yuanxiang Liu, Songze Li, Xiaoke Guo et al. · Long Papers1 citation
- CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution ↗Teng Pan, Yuchen Yan, Zixuan Wang et al. · Long Papers1 citation
- CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation ↗Sizhe Wang, Zhengren Wang, Dongsheng Ma et al. · Long Papers1 citation
- Cognitive Policy-Driven LLM for Diagnosis and Intervention of Cognitive Distortions in Emotional Support Conversation ↗Lin Zhong, Renjin Zhu, Shujuan Ma et al. · Long Papers1 citation
- ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution ↗Jihong Wang, Jiamu Zhou, Weiming Zhang et al. · Industry Track1 citation
- Compatibility-Aware Dynamic Fine-Tuning for Large Language Models ↗Yucheng Zhou, Junwei Sheng, Qianning Wang et al. · Long Papers1 citation
- Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors ↗Rui Yin, Tianxu Han, Naen Xu et al. · Long Papers1 citation
- Conformal LLM Routing with Distribution-Free Safety Guarantees ↗Iqtedar Uddin, André Bauer · Student Research Workshop1 citation
- Constructing Interpretable Features from Compositional Neuron Groups ↗Or David Shafran, Atticus Geiger, Mor Geva · Long Papers1 citation
- Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification ↗Qisheng Hu, Quanyu Long, Wenya Wang · Long Papers1 citation
- CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents ↗Jiayu Liu, Cheng Qian, Zhaochen Su et al. · Long Papers1 citation
- CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels ↗Xing Ma, Yangjie Zhou, Wu Sun et al. · Long Papers1 citation
- Culture-Aware Machine Translation in Large Language Models: Benchmarking and InvestigationZekun Yuan, Yangfan Ye, Xiaocheng Feng et al. · Long Papers1 citation · our summary
- Diffusion-CAM: Faithful Visual Explanations for dMLLMs ↗Haomin Zuo, Yidi Li, Luoxiao Yang et al. · Long Papers1 citation
- Digitizing Nepal's Written Heritage: A Comprehensive HTR Pipeline for Old Nepali Manuscripts ↗Anjali Sarawgi, Esteban Garces Arias, Christof Zotter · Long Papers1 citation
- Distillation Traps and Guards: A Calibration Knob for LLM Distillability ↗Weixiao Zhan, Yongcheng Jing, Leszek Rutkowski et al. · Long Papers1 citation
- Do LLM Agents Mirror Socio-Cognitive Effects in Power-Asymmetric Conversations? ↗Anvesh Rao Vijjini, Sagar B. Manjunath, Snigdha Chaturvedi · Long Papers1 citation
- DocSplit: A Comprehensive Benchmark Dataset and Evaluation Approach for Document Packet Recognition and Splitting ↗Md Mofijul Islam, Md Sirajus Salekin, Nivedha Balakrishnan et al. · Industry Track1 citation
- Don't Be Misled by Style: A Style-Adaptive Reranker for Capturing Effective Knowledge in Retrieval-Augmented Generation ↗Ruwen Zhang, Bo Liu, Zhang Sheng Xiang et al. · Long Papers1 citation
- Don't Click That: Teaching Web Agents to Resist Deceptive Interfaces ↗Yilin Zhang, Yingkai Hua, Chunyu Wei et al. · Long Papers1 citation
- E2EDev: Benchmarking Large Language Models in End-to-End Software Development Task ↗Jingyao Liu, Chen Huang, Zhizhao Guan et al. · Long Papers1 citation
- EDUMATH: Generating Standards-aligned Educational Math Word Problems ↗Bryan R Christ, Penelope Molitz, Beau LeBlond et al. · Long Papers1 citation
- EVM-QuestBench: An Execution-Grounded Benchmark for Natural-Language Transaction Code Generation ↗Pei Yang, Wanyi Chen, Ke Wang et al. · Long Papers1 citation
- EchoVLM: Dynamic Mixture-of-Experts Vision-Language Model for Universal Ultrasound Intelligence ↗Chaoyin She, Ruifang Lu, Lida Chen et al. · Long Papers1 citation
- Efficient Provably Secure Linguistic Steganography via Range Coding ↗Ruiyi Yan, Yugo Murawaki · Long Papers1 citation
- Enabling Agents to Communicate Entirely in Latent Space ↗Zhuoyun Du, Runze Wang, Huiyu Bai et al. · Long Papers1 citation
- Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework ↗Haohua Song, Wenhao Gu, Zhijing Li et al. · Long Papers1 citation
- Evaluating Answer Leakage Robustness of LLM Tutors against Adversarial Student Attacks ↗Jin Zhao, Marta Knežević, Tanja Käser · Long Papers1 citation
- Every Response Counts: Quantifying Uncertainty of LLM-based Multi-Agent Systems through Tensor Decomposition ↗Tiejin Chen, Huaiyuan Yao, Jia Chen et al. · Long Papers1 citation
- Explainable and Fine-Grained Safeguarding of LLM Multi-Agent Systems via Bi-Level Graph Anomaly Detection ↗Junjun Pan, Yixin Liu, Rui Miao et al. · Long Papers1 citation
- Explaining Sources of Uncertainty in Automated Fact-Checking ↗Jingyi Sun, Greta Warren, Irina Shklovski et al. · Long Papers1 citation
- FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning ↗Yujie Feng, Hao Wang, Jian Li et al. · Long Papers1 citation
- FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents ↗Chiwei Zhu, Benfeng Xu, Mingxuan Du et al. · Long Papers1 citation
- Faithful Serum: Mitigating the Faithfulness Gap in Textual Explanations of LLM Decisions via Attribution Guidance ↗Bar Alon, Itamar Zimerman, Lior Wolf · Long Papers1 citation
- Fanar-Sadiq: A Multi-Agent Architecture for Grounded Islamic QA ↗Ummar Abbas, Mourad Ouzzani, Mohamed Y. Eltabakh et al. · Industry Track1 citation
- FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction ↗Dong Shu, Yanguang Liu, Huopu Zhang et al. · Long Papers1 citation
- FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning ↗Zhuohan Xie, Daniil Orel, Rushil Thareja et al. · Long Papers1 citation
- FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models ↗Dong Shu, Haoyang Yuan, Yuchen Wang et al. · Long Papers1 citation
- FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure ↗Fan Zhang, Mingzi Song, Rania Elbadry et al. · System Demonstrations1 citation
- FinSight: Towards Real-World Financial Deep Research ↗Jiajie Jin, Yuyao Zhang, Yimeng Xu et al. · Long Papers1 citation
- Foresight Optimization for Strategic Reasoning in Large Language Models ↗Jessie Wang, Jiawen Duan, Jian Wang et al. · Long Papers1 citation
- Framing Political Bias in Multilingual LLMs Across Pakistani Languages ↗Afrozah Nadeem, Mark Dras, Usman Naseem · Long Papers1 citation
- From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment ↗Jia-Nan Li, Jian Guan, Songhao Wu et al. · Long Papers1 citation
- From 2:4 to 8:16 sparsity patterns in LLMs for Outliers and Weights with Variance Correction ↗Egor Maximov, Yulia Kuzkina, Egor Shvetsov et al. · Industry Track1 citation
- From Weights to Activations: Is Steering the Next Frontier of Adaptation? ↗Simon Ostermann, Daniil Gurgurov, Tanja Baeumel et al. · Long Papers1 citation
- From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP ↗Adithya V Ganesan, Vasudha Varadarajan, Oscar Kjell et al. · Long Papers1 citation
- GAM: Hierarchical Graph-based Agentic Memory for LLM Agents ↗Zhaofen Wu, Hanrong Zhang, Fulin Lin et al. · Long Papers1 citation
- GLARE: Agentic Reasoning for Legal Judgment Prediction ↗Xinyu Yang, Chenlong Deng, Zhicheng Dou · Long Papers1 citation
- GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment ↗Jiwei Tang, Zhicheng Zhang, Shunlong Wu et al. · Long Papers1 citation
- Gated Tree Cross-Attention for Checkpoint-Compatible Syntax Injection in Decoder-Only LLMs ↗Xinyu Gao, Shaonan Wang, Nai Ding · Long Papers1 citation
- GitChameleon 2.0: Evaluating AI Code Generation Against Python Library Version Incompatibilities ↗Diganta Misra, Nizar Islah, Victor May et al. · Long Papers1 citation
- GovScape: A Public Multimodal Search System for 70 Million Pages of Government PDFs ↗Ying-Hsiang Huang, Claire Gong, Shreya Shaji et al. · System Demonstrations1 citation
- GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs ↗Duy Nguyen, Archiki Prasad, Elias Stengel-Eskin et al. · Long Papers1 citation
- Graph of Trace: Visualizing Execution Traces of Scientific Agents ↗Tianci Gao, Haoxuan Li, Jian He Li et al. · System Demonstrations1 citation
- GuideDog: A Real-World Egocentric Multimodal Dataset for Blind and Low-Vision Accessibility-Aware Guidance ↗Junhyeok Kim, Jaewoo Park, Junhee Park et al. · Long Papers1 citation
- HAD: HAllucination Detection Language Models Based on a Comprehensive Hallucination Taxonomy ↗Fan Xu, Xinyu Hu, Zhenghan Yu et al. · Industry Track1 citation
- Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning ↗Shuyao Xu, Cheng Peng, Jiangxuan Long et al. · Long Papers1 citation
- Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents ↗Shuai Zhen, Yanhua Yu, Ruopei Guo et al. · Long Papers1 citation
- Human or LLM as Standardized Patients? A Comparative Study in Medical Education ↗Bingquan Zhang, Xiaoxiao Liu, Yuchi Wang et al. · Long Papers1 citation
- Hyperion: Private Token Sampling with Homomorphic Encryption ↗Lawrence Lim, Jiaming Liu, Vikas Kalagi et al. · Long Papers1 citation
- Identifying Bias in Machine-generated Text Detection ↗Kevin Stowe, Svetlana Afanaseva, Rodolfo C. Raimundo et al. · Long Papers1 citation
- IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance ↗Chathurangi Shyalika, Dhaval C Patel, Amit Sheth · Industry Track1 citation
- Inertia in Moral and Value Judgments of Large Language Models ↗Bruce W. Lee, Yeongheon Lee, Hyunsoo Cho · Long Papers1 citation
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