Findings of the Association for Computational Linguistics 2026: all accepted papers
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- REAP: Towards Effective Training-Free Chemical Reasoning with Explicit Atomic Priors ↗Mingxu Zhang, Dazhong Shen, Qi Zhang et al.
- RECAP: REwriting Conversations for Intent Understanding in Agentic Planning ↗Kushan Mitra, Dan Zhang, Hannah Kim et al.
- RECOR: Reasoning-focused Multi-turn Conversational Retrieval Benchmark ↗Mohammed Ali, Abdelrahman Abdallah, Amit Agarwal et al.
- RIFT: Repurposing Negative Samples via Reward-Informed Fine-Tuning ↗Zehua Liu, Shuqi Liu, Tao Zhong et al.
- RIGOURATE: Quantifying Scientific Exaggeration with Evidence-Aligned Claim Evaluation ↗Joseph James, Chenghao Xiao, Yucheng Li et al.
- RIPRAG: Hack a Black-box Retrieval-Augmented Generation Question-Answering System with Reinforcement Learning ↗Meng Xi, Sihan Lv, Yechen Jin et al.
- RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering ↗Wencheng Ye, Xiaoyang Yuan, Yi Bin et al.
- RLShield: Dynamic Jailbreak Detection for LLMs via Reinforced Adaptive Learning ↗Zhao Tong, Pengfei Yang, Yimeng Gu et al.
- ROMA: Real-time Omni-Multimodal Assistant with Interactive Streaming Understanding ↗Tian Xueyun, Wei Li, Bingbing Xu et al.
- RSA-Bench: Benchmarking Audio Large Models in Real-World Acoustic Scenarios ↗Yibo Zhang, Kaiwen Luo, Liang Lin et al.
- RShield: A User-level Traceable Backdoor Watermark for LLMs in Embedding-as-a-Service ↗Lingyun Xiang, Yufan Zhong, Chengfu Ou et al.
- RTCFake: Speech Deepfake Detection in Real-Time Communication ↗Jun Xue, Zhuolin Yi, Yihuan Huang et al.
- RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library ↗Jiapeng Wang, Jinhao Jiang, Zhiqiang Zhang et al.
- RanLoRA: Residual-aware Nonlinear Low-Rank Adaptation ↗Xu Luo, Yongbin Liu, Chunping Ouyang et al.
- Ranking Human and LLM Texts Using Locality Statistics ↗Yiyang Wang, Chen Ding, Hangfeng He
- RbtAct: Rebuttal as Supervision for Actionable Review Feedback Generation ↗Sihong Wu, Yiling Ma, Yilun Zhao et al.
- ReBPE: Iteratively Improving the Internal Structure of a Structured Tokeniser by Mining its Internal Structure ↗Thomas Bauwens, Miryam de Lhoneux
- ReCon: Active Defense against Large Vision-Language Model Jailbreaks via Reverse Safety Concept Injection ↗Zheng He, Yiwei Wang, Hongxing Wang et al.
- ReFreeKV: Towards Threshold-Free KV Cache Compression ↗Xuanfan Ni, Liyan Xu, Chenyang Lyu et al.
- ReMedi: Reasoner for Medical Clinical Prediction ↗Yushi Cao, Yiming Chen, Hongchao Jiang et al.
- RePrompT: Recurrent Prompt Tuning for Integrating Structured EHR Encoders with Large Language Models ↗Arya Hadizadeh Moghaddam, Drew Ross, Mohsen Nayebi Kerdabadi et al.
- ReSQL: Self-Improving Framework for Reasoning-Aware Text-to-SQL Dataset Generation ↗Minjun Park, Yongju Seong, Myoseop Sim et al.
- ReStyle-TTS: Relative and Continuous Style Control for Zero-Shot Speech Synthesis ↗Haitao Li, Chunxiang Jin, Chenglin Li et al.
- ReaGeo: Reasoning-Enhanced End-to-End Geocoding with LLMs ↗Jian Cui, Zhiyuan Ren, Desheng Weng et al.
- Read the Room, Read the Image: Understanding Indirect Speech Acts in Multimodal Visual Contexts ↗Jaehee Kim, Ji Hoon Chung, Seoyoon Park et al.
- Reading Between the Lines: The One-Sided Conversation Problem ↗Victoria Ebert, Rishabh Singh, Tuochao Chen et al.
- Ready to Translate, Not to Represent? Bias and Performance Gaps in Multilingual LLMs Across Language Families and Domains ↗Md. Faiyaz Abdullah Sayeedi, Subhey Sadi Rahman, Md. Mahbub Alam et al.
- Real Men are Tough: Evaluating Gender Bias and Sensitivity to Masculinity Norms in LLMs ↗Elisa Leonardelli, Camilla Casula, Boglarka Nyul et al.
- Real or Robotic? Assessing Whether LLMs Accurately Simulate Qualities of Human Responses in Human-LLM Dialogue ↗Jonathan Ivey, Shivani Kumar, Jiayu Liu et al.
- RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction ↗Haonan Bian, Zhiyuan Yao, Sen Hu et al.
- Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty ↗Chao Xue, Yao Wang, Mengqiao Liu et al.
- Reason in Chains, Learn in Trees: Self-Rectification and Grafting for Multi-turn Agent Policy Optimization ↗Yu Li, Sizhe Tang, Tian Lan
- Reason-KE++: Aligning the Process, Not Just the Outcome, for Faithful LLM Knowledge Editing ↗Yuchen Wu, Liang Ding, Li Shen et al.
- ReasonIF: Large Reasoning Models Fail to Follow Instructions During Reasoning ↗Yongchan Kwon, Shang Zhu, Federico Bianchi et al.
- ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation ↗Yihua Zhang, Mingfu Liang, Jiyan Yang et al.
- Reasoning Beyond Literal: Cross-style Multimodal Reasoning for Figurative Language Understanding ↗Seyyed Saeid Cheshmi, Hahnemann Ortiz, James Mooney et al.
- Reasoning Up the Instruction Ladder for Controllable Language Models ↗Zishuo Zheng, Vidhisha Balachandran, Chan Young Park et al.
- Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search ↗Yifei Zhang, Xu Yang, Xiao Yang et al.
- Reasoning for Hierarchical Text Classification: The Case of Patents ↗Lekang Jiang, Wenjun Sun, Stefan Goetz
- Reasoning in a Combinatorial and Constrained World: Benchmarking LLMs on Natural-Language Combinatorial Optimization ↗Xia Jiang, Jing Chen, Cong Zhang et al.
- Reasoning with Memory: Adaptive Information Management for Retrieval-Augmented Generation ↗Hieu Man, Ro-ee Tal, Abhishek Kumar et al.
- Reasoning-Aware AIGC Detection via Alignment and Reinforcement ↗Zhao Wang, Max Xiong, Jianxun Lian et al.
- Reasoning-Guided Exploration for Online DPO ↗Zetian Hu, Shunyu Liu, Ting-En Lin et al.
- RecMem: Recurrence-based Memory Consolidation for Efficient and Effective Long-Running LLM Agents ↗Zijie Dai, Shiyuan Deng, Sheng Guan et al.
- ReciFine: Finely Annotated Recipe Dataset for Controllable Recipe Generation ↗Nuhu Ibrahim, Rishi Ravikumar, Robert Stevens et al.
- Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and DatasetsHanna Yukhymenko, Anton Alexandrov, Martin Vechevour summary
- Rectified Sparse Attention for Efficient Long-Sequence Generation ↗Yutao Sun, Tianzhu Ye, Li Dong et al.
- Red-Teaming NSFW Image Classifiers as Text-to-Image Safeguards ↗Tinghao Xie, Yueqi Xie, Alireza Zareian et al.
- Redefining Machine Simultaneous Interpretation: From Incremental Translation to Human-Like StrategiesQianen Zhang, Zeyu Yang, Satoshi Nakamuraour summary
- Reducing Peak Memory Usage for Modern Multimodal Large Language Model Pipelines ↗Junwan Kim, Hyunkyung Bae
- Reference-Free Evaluation of Taxonomies ↗Pascal Wullschleger, Majid Zarharan, Donnacha Daly et al.
- Reflect, Rewrite, Repeat: How Simple Arithmetic Enables Advanced Reasoning in Small Language Models ↗Mengdie Flora Wang, Haochen Xie, Mun Young Kim et al.
- Reflective RAG: Self-Evaluation Driven Strategy Optimization in Agentic Retrieval-Augmented Generation ↗Haiyan Wu, Chenchen Wang, Chaoqun Sun et al.
- Region-R1: Reinforcing Query-Side Region Cropping for Multi-Modal Re-Ranking ↗Chan-Wei Hu, Zhengzhong Tu
- Regret-Now: A Physics-Inspired Regret Framework for Temporal Knowledge Graph Question Answering with LLMs ↗Danyu Huang, Yao Zhang, Jun Wang et al.
- Reheat Nachos for Dinner? Evaluating AI Support for Cross-Cultural Communication of Neologisms ↗Dayeon Ki, Yu Hou, Rachel Rudinger et al.
- Reinforcement Learning with Semantic Rewards Enables Low-Resource Language Expansion without Alignment Tax ↗Zeli Su, Ziyin Zhang, Zhou Liu et al.
- Rejection-to-Acceptance Transition: Model Editing-Based Jailbreak Backdoor Injection Not Limited to Few Output Tokens ↗Shiji Yang, Min Cai, Hao Xiong et al.
- Relaxing the Constraints: A Dual-Importance Projection Mechanism for Lifelong Model Editing ↗Zhenghai Chen, Senbin Xu, Jiaxi Tan et al.
- Relevance to Utility: Process-Supervised Rewrite for RAG ↗Jaeyoung Kim, Jongho Kim, Seung-won Hwang et al.
- Reliability-Aware Adaptive Self-Consistency for Efficient Sampling in LLM Reasoning ↗Junseok Kim, Nakyeong Yang, Kyungmin Min et al.
- RepoDistill: Distilling Repository Knowledge through Compression-Aware Budget Allocation and Policy Optimization ↗Xin Yin, Zixiang Ding, Yiang Zhang et al.
- Representation Collapse in Machine Translation Through the Lens of Angular Dispersion ↗Evgeniia Tokarchuk, Maya K. Nachesa, Sergey Troshin et al.
- Representation-Guided Parameter-Efficient LLM Unlearning ↗Zeguan Xiao, Lang Mo, Yun Chen et al.
- Resonant Context Anchoring: Decoupling Attention Routing and Signal Gain at Inference Time ↗Mingkuan Zhao, Yide Gao, Wentao Hu et al.
- RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache Eviction ↗Sihao Liu, YuFan Xiong, Zhonghua Jiang et al.
- Rethinking Data Mixture for Large Language Models: A Comprehensive Survey and New Perspectives ↗Yajiao Liu, Congliang Chen, Junchi Yang et al.
- Rethinking LLM Watermark Detection in Black-Box Settings: A Non-Intrusive Third-Party Framework ↗Zhuoshang Wang, Yubing Ren, Yanan Cao et al.
- Rethinking Multiple-Choice Questions for RLVR: Unlocking Potential via Distractor Design ↗Xu Guo, Qiming Ge, Jian Tong et al.
- Rethinking Post-Unlearning Behavior of Large Vision-Language Models ↗Minsung Kim, Nakyeong Yang, Kyomin Jung
- Rethinking RL Evaluation: Can Benchmarks Truly Reveal Failures of RL Methods? ↗Zihan Chen, Yiming Zhang, Hengguang Zhou et al.
- Rethinking Reasoning: A Survey on Reasoning-based Backdoors in LLMs ↗Man Hu, Xinyi Wu, Zhufeng Suo et al.
- Rethinking Research on Stereotypes: An Analysis through Social Psychological and Computational Perspectives ↗Kaustubh Shivshankar Shejole, Pushpak Bhattacharyya
- Rethinking Retrieval-Augmented Generation as a Cooperative Decision-Making Problem ↗Lichang Song, Ting Long, Yi Chang
- Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration ↗Linzhuang Sun, Tianyu Guo, Hao Liang et al.
- Retrieve Only Relevant Tables Whether Few or Many: Adaptive Table Retrieval Method ↗Taehee Kim, Seungbin Yang, Jihwan Kim et al.
- Revealing Redundant Syntax in Large Language Models through Multi-Hop Dependency Paths ↗Masaki Sashida, Takeshi Kojima, Yusuke Iwasawa et al.
- Revealing the Attention Floating Mechanism in Masked Diffusion Models ↗Xin Dai, Pengcheng Huang, Zhenghao Liu et al.
- Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models ↗Ningyuan Deng, Hanyu Duan, Yixuan Tang et al.
- Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes ↗Gautam Siddharth Kashyap, Harsh Joshi, Niharika Jain et al.
- Revisiting Entropy Regularization: Adaptive Coefficient Unlocks Its Potential for LLM Reinforcement Learning ↗Xiaoyun Zhang, Xiaojian Yuan, Di Huang et al.
- Revisiting Self-Play Preference Optimization: On the Role of Prompt Difficulty ↗Yao Xiao, Jung-jae Kim, Roy Ka-Wei Lee et al.
- Revisiting the Uniform Information Density Hypothesis in LLM Reasoning ↗Minju Gwak, Guijin Son, Jaehyung Kim
- Reward Yourself: Efficient Self Rewards for Trustworthy Sampling ↗Mingjie Li, Wai Man Si, Michael Backes et al.
- Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs ↗Zhiyuan Hu, Yucheng Wang, Yufei He et al.
- Rhombus: Incentivizing Coordination in Parallel Thinking through Reinforcement Learning ↗Ziyuan Nan, Qi Yi, Di Huang et al.
- RiT: Rubrics-in-Thinking Reinforcement Learning for Improved Reasoning in Large Language Models ↗Xiaobin Tian, Shuai Yuan, Muyun Ding et al.
- RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs in Medicine ↗Jiatan Huang, Mingchen Li, Zonghai Yao et al.
- RiddleBench: A New Generative Reasoning Benchmark for LLMs ↗Deepon Halder, Alan Saji, Thanmay Jayakumar et al.
- Risk-Controlled Event-Driven Cascading Updates for Knowledge Graph Consistency Restoration ↗Bo Ni, Qinwen Ge, Haowei Fu et al.
- RoD-TAL: A Benchmark for Answering Questions in Romanian Driving License Exams ↗Andrei Vlad Man, Răzvan-Alexandru Smădu, Cristian-George Craciun et al.
- RoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems ↗Jiacheng Liu, Zichen Tang, Zhongjun Yang et al.
- Robust In-Context Selection via Online Learned Position-Corrected Attention ↗Deeksha Koul, Gaurav Kumar, Yash Sabale et al.
- Role-Sensitive Neurons: A Neuron-Level Gain Control Mechanism for Confidence Steering ↗Peiwen Huang, Chih-Hao Hsu, Tzu-Hung Huang et al.
- RoleCDE: Benchmarking and Mitigating Role–Alignment Trade-offs in Role-Playing Agents ↗Huayi Lai, Shichao Song, Simin Niu et al.
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