ACL 2026: all accepted papers

2,650 papers · page 7 of 27 · the most cited first · ← ACL 2026

BiMol-Diff: A Unified Diffusion Framework for Molecular Generation and Captioning ↗Aditya Hemant Shahane, Anuj Kumar Sirohi, Devansh Arora et al. · Long Papers
Bias Fitting to Mitigate Length Bias of Reward Model in RLHF ↗Kangwen Zhao, Jianfeng Cai, Jinhua Zhu et al. · Long Papers
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection ↗Yuwei Zhang, Wenhao Yu, Shangbin Feng et al. · Long Papers
Big AI is Accelerating the Metacrisis: What Can We Do? ↗Steven Bird · Short Papers
BioHiCL: Hierarchical Multi-Label Contrastive Learning for Biomedical Retrieval with MeSH Labels ↗Mengfei Lan, Lecheng Zheng, Halil Kilicoglu · Short Papers
BioProAgent: Neuro-Symbolic Grounding for Constrained Scientific Planning ↗Yuyang Liu, Jingya Wang, Liuzhenghao Lv et al. · Long Papers
BioTool: A Comprehensive Tool-Calling Dataset for Enhancing Biomedical Capabilities of Large Language Models ↗Xin Gao, Ruiyi Zhang, Meixi Du et al. · Long Papers
Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph ↗Lingxiao Guan, Yuanhao Huang, Jie Liu · Long Papers
Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs ↗Binxing Xu, Hao Gu, Lujun Li et al. · Long Papers
Black-Box Membership Inference Attacks for Video Training Data in Multimodal Large Language Models ↗Jinrui Wang, Zhenfeng Gao, Wendan Wang et al. · Long Papers
Bloom-Eval: A Hierarchical Evaluation Benchmark for Automatic Survey Generation Based on Bloom's Taxonomy ↗Fei Zhang, Zhe Zhao, HaiBin Wen et al. · Long Papers
BoYaEval: Evaluating Multimodal Large Language Models on Understanding Ancient Chinese Musical Scores ↗Jiajia Li, Weizhi Xue, Yao Yao et al. · Long Papers
Boosting Self-Consistency with Ranking ↗Maria Marina, Daniil Moskovskiy, Sergey Pletenev et al. · Student Research Workshop
Bootstrapping Code Translation with Weighted Multilanguage Exploration ↗Yuhan Wu, Huan Zhang, Wei Cheng et al. · Long Papers
Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models ↗Nianyi Lin, Jiajie Zhang, Lei Hou et al. · Long Papers
BracketRank: Large Language Model Document Ranking via Reasoning-based Competitive Elimination ↗Abdelrahman Abdallah, Mohammed Ali, Bhawna Piryani et al. · Long Papers
Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory ↗Shiqi He, Yue Cui, Xinyu Ma et al. · Long Papers
Breaking Block Boundaries: Anchor-based History-stable Decoding for Diffusion Large Language Models ↗Shun Zou, Yong Wang, Zehui Chen et al. · Long Papers
Breaking Down and Building Up: Mixture of Skill-Based Vision-and-Language Navigation Agents ↗Tianyi Ma, Yue Zhang, Zehao Wang et al. · Long Papers
Breaking the Generator Barrier: Disentangled Representation for Generalizable AI-Text Detection ↗Xiao Pu, Zepeng Cheng, Lin Yuan et al. · Long Papers
Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents ↗Minzheng Wang, Run Luo, Yanbo Wang et al. · Long Papers
Bridging Distance and Spectral Positional Encodings via Anchor-Based Diffusion Geometry Approximation ↗Yan Zimo, Zheng Xie, Runfan Duan et al. · Long Papers
Bridging Internal Consistency and External Alignment: A Causal and Dynamic Interpretability Framework for LLM Generation ↗Shuyao Xiao, Shengling Wang, Ke Chao · Long Papers
Bridging Kernel Drivers and Virtual Device Models with LLM-Powered Automation ↗Mingyu Wang, Bin Yu, Wenjian Lu et al. · System Demonstrations
Bridging the Memorization-Utilization Gap: Near-Lossless Context Compression via Reinforcement Learning ↗Yujan Ting, Xu Tang, Terrence Chen et al. · Long Papers
Bridging the Sensory Gap: Visual Injection for Taxonomy Completion ↗Yuhang Niu, Hongyuan Xu, Ciyi Liu et al. · Long Papers
Bring Linguistics Back to Cryptanalysis: Using Attestation to Break the Advanced Encryption Standard ↗Madeline Boese · Student Research Workshop
Bringing Real-World Relations into Video Generation with Graph-Structured Knowledge ↗Joonhyung Park, Jaeyun Song, Sihwan Park et al. · Long Papers
Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs ↗Chen Yang, Ruping Xu, Ruizhe Li et al. · Long Papers
C-World: A Computer Use Agent Environment Creator ↗Ziqiao Xi, Shuang Liang, Qi Liu et al. · Long Papers
C2: Scalable Rubric-Augmented Reward Modeling from Binary Preferences ↗Akira Kawabata, Saku Sugawara · Long Papers
CADMate: Generating CAD Assembly Plan with Geometric Chain-of-Thought and Spatial Physical Rewards ↗Jiali Chen, DingBa Fu, Xusen Hei et al. · Long Papers
CAKE: Causal-Guided Adaptive Knowledge Editing for LLMs ↗Shuxin Liu, Jianhao Zhang · Long Papers
CAL-Log: Cost-Aware Active Learning with Logarithmic Cognitive Effort Modeling and Online Adaptation to Human Annotation Behavior ↗Vihanga Supasan Kariyakaranage, Banuka Athuraliya · Student Research Workshop
CAMEC: Complexity-Aware Multi-Expert Collaboration for Reliable Chinese Medical Question Answering ↗Yukang Wu, Xiyuan Jia, Jiayi Wu et al. · Long Papers
CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation ↗Xuanbai Ren, Luoda Tan, Pei Liu et al. · Long Papers
CAP: Controllable Alignment Prompting for Unlearning in LLMs ↗Zhaokun Wang, Jinyu Guo, Jingwen Pu et al. · Long Papers
CAPC-CG: A Large-Scale, Expert-Directed LLM-Annotated Corpus of Adaptive Policy Communication in China ↗Bolun Sun, Charles Chang, Yuen Yuen Ang et al. · Long Papers
CAPruner: Conceptual-Adjacent Scene Graph Pruner for Enhancing 3D Spatial Reasoning of Large Language Models ↗Shengli Zhou, Xiangchen Wang, Guanhua Chen et al. · Long Papers
CARES: Context-Aware Resolution Selector for VLMs ↗Moshe Kimhi, Nimrod Shabtay, Raja Giryes et al. · Long Papers
CASPER in the Machine: Insights into Character Variety in LLM-Generated Stories ↗Anneliese Brei, Abhisheik Sharma, Nicholas Sanaie et al. · Long Papers
CASS: Nvidia to AMD Transpilation with Data, Models, and Benchmark ↗Ahmed Heakl, Gustavo Bertolo Stahl, Sarim Hashmi et al. · Long Papers
CAT: Confidence-Adaptive Thinking for Efficient Reasoning of Large Reasoning Models ↗Qizhi Jiang, Shuo Wang, Pei Ke et al. · Industry Track
CBAL: Context-Based Agentic Learning for Speaker Diarization Segmentation Refinement ↗Odwitiyo Dutta, Dinesh K Vishwakarma · Student Research Workshop
CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning ↗Zhenpeng Su, Leiyu Pan, Minxuan Lv et al. · Long Papers
CEBC: Conformal Evidence-Bounded Control for Low-Hallucination Vision–Language Generation ↗Ashish Mishra, Tarun Kumar, Arpit Shah et al. · Long Papers
CEDAR: A Chinese Evaluation Dataset for Computational Argumentation ↗Tian Lan, Jiang Li, Rong Yan et al. · Long Papers
CHAIRO: Contextual Hierarchical Analogical Induction and Reasoning Optimization for LLMs ↗Haotian Lu, Yuchen Mou, Bingzhe Wu · Long Papers
CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation ↗Noy Sternlicht, Tom Hope · Long Papers
CHOIR: Harmonizing Structured Persona Diversity for Robust Collaborative LLM Reasoning ↗Xiangjue Dong, Cong Wang, Maria Teleki et al. · Long Papers
CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents ↗Wenjie Fu, Xiaoting Qin, Jue Zhang et al. · Industry Track
CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems ↗Yongxuan Wu, Xixun Lin, He Zhang et al. · Long Papers
CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics ↗Ming-Bin Chen, Jey Han Lau, Lea Frermann · Long Papers · 🏆 Outstanding Paper
CIRAG: Construction–Integration Retrieval and Adaptive Generation for Multi-hop Question Answering ↗Zili Wei, Yilin Wang, Xiaocui Yang et al. · Long Papers
CIS-BWE: Chaos-Informed Speech Bandwidth Extension ↗Tarikul Islam Tamiti, Tonmoy Das, Nursadul Mamun et al. · Long Papers
CITE: Benchmarking Heterogeneous Text-Attributed Graph Models ↗Chenghao Zhang, Qingqing Long, Ludi Wang et al. · Long Papers
CL$^2$GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction ↗Shang Qin, Jingheng Ye, Yinghui Li et al. · Long Papers
CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems ↗Tabinda Sarwar, Farhad Moghimifar, Cong Duy Vu Hoang et al. · Industry Track
CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts ↗Jiuheng Lin, Cong Jiang, Zirui Wu et al. · Long Papers
CLEAR: Cross-Lingual Enhancement in Retrieval via Reverse-training ↗Seungyoon Lee, Minhyuk Kim, Seongtae Hong et al. · Long Papers
CO-EVO: Co-evolving Semantic Anchoring and Style Diversification for Federated DG-ReID ↗Fengchunzhang, Qiang Ma, Liuyu Xiang et al. · Long Papers
CODESTRUCT: Code Agents over Structured Action Spaces ↗Myeongsoo Kim, Chao-Chun Hsu, Dingmin Wang et al. · Long Papers
COMPASS: A Framework for Evaluating Organization-Specific Policy Alignment in LLMs ↗Dasol Choi, DongGeon Lee, Brigitta Jesica Kartono et al. · Long Papers
COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context ↗Guangya Wan, Mingyang Ling, Xiaoqi Ren et al. · Long Papers
COSMOS: Connectivity-Oriented Submodular Maximization for Optimal Subgraph Retrieval ↗Boci Peng, Xiao Liu, Boren Hu et al. · Long Papers
CPT-Agent: A Cognitive Process Theory-driven Framework for Student Simulation in Writing Development ↗Yuhan Chen, Zizhuo Shen, Miaomiao Cheng et al. · Long Papers
CRAFT: Training-Free Cascaded Retrieval for Tabular QA ↗Adarsh Singh, Kushal Raj Bhandari, Jianxi Gao et al. · Long Papers
CRISP: Persistent Concept Unlearning via Sparse Autoencoders ↗Tomer Ashuach, Dana Arad, Aaron Mueller et al. · Long Papers
CRL-Prompt: Contrastive and Reinforcement Learning for Soft Prompt Tuning for Text Classification ↗Danila Lapokin, Andrey Savchenko · Student Research Workshop
CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation ↗Yunfan Yang, Cuiling Lan, Jitao Sang et al. · Long Papers
CT-FineBench: A Diagnostic Fidelity Benchmark for Fine-Grained Evaluation of CT Report Generation ↗Ruifeng Yuan, Wanxing Chang, Weiwei Cao et al. · Long Papers
CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher ↗Tianlun Liu, Zhiliang Tian, Zhen Huang et al. · Long Papers
CUB: Benchmarking Context Utilisation Techniques for Language Models ↗Lovisa Hagström, Youna Kim, Haeun Yu et al. · Long Papers
CURA: Clinical Uncertainty Risk Alignment for Language Model–Based Risk Prediction ↗Sizhe Wang, Ziqi Xu, Claire Najjuuko et al. · Long Papers
CURE: Critique-Driven Unified Reinforcement Learning for Test-Time Self-Improvement ↗Guirong Chen, Shuqi Ye, Wenkai Yang et al. · Long Papers · 🏆 Outstanding Paper
CaBSALLM: Efficient Context-Aware Batch Annotation of Conversational Streams with Large Language Models ↗Mohammadsadegh Abolhasani, Reza Mousavi, Paul Jen-Hwa Hu · Short Papers
CaRL-EM: Cost-Aware Reinforcement Learning for Entity Matching with LLMs ↗Chaohui Guo, Michel C. A. Klein, Zhisheng Huang · Long Papers
CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing ↗Rui Wang, Junda Wu, Yu Xia et al. · Long Papers
Calibrated Speculative Decoding: Frequency-Guided Candidate Selection for Efficient Inference ↗Zhouxuwen, Fangxin Liu, Chao Wang et al. · Long Papers
Calibrated? Not for Everyone: How Sexual Orientation and Religious Markers Distort LLM Accuracy and Confidence in Medical QA ↗Alberto Testoni, Iacer Calixto · Short Papers
Calibrating Inference Time Alignment with Sequence-level Risk Accumulation ↗Shanwen Tan, Ziyang Dong, Wei Ju et al. · Long Papers
Calibrating LLM Judges: Linear Probes for Fast and Reliable Uncertainty Estimation ↗Bhaktipriya Radharapu, Eshika Saxena, Kenneth Li et al. · Industry Track
Calibration vs Decision Making: Revisiting the Reliability Paradox in Unlearned Language Models ↗Divyaksh Shukla, Ashutosh Modi · Student Research Workshop
Calibration-Aware Policy Optimization for Reasoning LLMs ↗Ziqi Wang, Xingzhou Lou, Meiqi Wu et al. · Long Papers
CamoQuery: Language-Guided Reasoning Camouflaged Object Segmentation ↗Tianxin Han, Qing Dong, Xingwei Wang et al. · Long Papers
Can AI-Generated Persuasion Be Detected? Persuaficial Benchmark and AI vs. Human Linguistic Differences ↗Arkadiusz Modzelewski, Paweł Golik, Anna Kołos et al. · Long Papers
Can Compact Language Models Search Like Agents? Distillation-Guided Policy Optimization for Preserving Agentic RAG Capabilities ↗Rikuto Kotoge, Mai Nishimura, Jiaxin Ma · Long Papers
Can Continual Pretraining Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain? ↗Niclas Doll, Jasper Schulze Buschhoff, Shalaka Satheesh et al. · Long Papers
Can Factual Opinions Be Edited (Manipulated) in Large Language Models? ↗Yuanpu Cao, Ziyi Yin, Fenglong Ma et al. · Long Papers
Can LLM Agents Simulate Multi-Turn Human Behavior? Evidence from Real Online Customer Behavior Data ↗Yuxuan Lu, Jing Huang, Yan Han et al. · Long Papers
Can LLM Safety Be Ensured by Constraining Parameter Regions? ↗Zongmin Li, Jian Su, Farah Benamara et al. · Long Papers
Can LLMs Act as Historians? Evaluating Historical Research Capabilities of LLMs via the Chinese Imperial Examination ↗Lirong Gao, Zeqing Wang, Yuyan Cai et al. · Long Papers
Can LLMs Estimate Cognitive Complexity of Reading Comprehension Items? ↗Seonjeong Hwang, Hyounghun Kim, Gary Lee · Long Papers
Can LLMs Learn to Map the World from Local Descriptions? ↗Sirui Xia, Aili Chen, Xintao Wang et al. · Long Papers
Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams ↗Jiyeon Kim, Hyunji Lee, Dylan Zhou et al. · Long Papers
Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment ↗Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi et al. · Long Papers
Can Reasoning Path still be Effective as Input? Bridging Post-Reasoning to Chain-of-Thought Compression ↗Chengzhengxu Li, Xiaoming Liu, Zhaohan Zhang et al. · Long Papers
Can Spectral-Clipping Enable Better Learning While Forgetting Less for Low-Rank Adaptation? ↗Hyowon Wi, Noseong Park · Long Papers
Can We Predict Before Executing Machine Learning Agents? ↗Jingsheng Zheng, Jintian Zhang, Yujie Luo et al. · Long Papers
Can You Make It Sound Like You? Post-Editing LLM-Generated Text for Personal Style ↗Connor Baumler, Calvin Bao, Huy Nghiem et al. · Long Papers

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📰 ACL 2026: all accepted papers

ACL 2026: all accepted papers