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# Findings of the Association for Computational Linguistics 2026: all accepted papers

2,517 papers · page 20 of 26 · the most cited first · [← Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/)

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1901. **[REAP: Towards Effective Training-Free Chemical Reasoning with Explicit Atomic Priors ↗](https://aclanthology.org/2026.findings-acl.97/)**Mingxu Zhang, Dazhong Shen, Qi Zhang et al.
1902. **[RECAP: REwriting Conversations for Intent Understanding in Agentic Planning ↗](https://aclanthology.org/2026.findings-eacl.105/)**Kushan Mitra, Dan Zhang, Hannah Kim et al.
1903. **[RECOR: Reasoning-focused Multi-turn Conversational Retrieval Benchmark ↗](https://aclanthology.org/2026.findings-acl.129/)**Mohammed Ali, Abdelrahman Abdallah, Amit Agarwal et al.
1904. **[RIFT: Repurposing Negative Samples via Reward-Informed Fine-Tuning ↗](https://aclanthology.org/2026.findings-acl.706/)**Zehua Liu, Shuqi Liu, Tao Zhong et al.
1905. **[RIGOURATE: Quantifying Scientific Exaggeration with Evidence-Aligned Claim Evaluation ↗](https://aclanthology.org/2026.findings-acl.1699/)**Joseph James, Chenghao Xiao, Yucheng Li et al.
1906. **[RIPRAG: Hack a Black-box Retrieval-Augmented Generation Question-Answering System with Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.833/)**Meng Xi, Sihan Lv, Yechen Jin et al.
1907. **[RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering ↗](https://aclanthology.org/2026.findings-acl.226/)**Wencheng Ye, Xiaoyang Yuan, Yi Bin et al.
1908. **[RLShield: Dynamic Jailbreak Detection for LLMs via Reinforced Adaptive Learning ↗](https://aclanthology.org/2026.findings-acl.1182/)**Zhao Tong, Pengfei Yang, Yimeng Gu et al.
1909. **[ROMA: Real-time Omni-Multimodal Assistant with Interactive Streaming Understanding ↗](https://aclanthology.org/2026.findings-acl.1153/)**Tian Xueyun, Wei Li, Bingbing Xu et al.
1910. **[RSA-Bench: Benchmarking Audio Large Models in Real-World Acoustic Scenarios ↗](https://aclanthology.org/2026.findings-acl.913/)**Yibo Zhang, Kaiwen Luo, Liang Lin et al.
1911. **[RShield: A User-level Traceable Backdoor Watermark for LLMs in Embedding-as-a-Service ↗](https://aclanthology.org/2026.findings-acl.1347/)**Lingyun Xiang, Yufan Zhong, Chengfu Ou et al.
1912. **[RTCFake: Speech Deepfake Detection in Real-Time Communication ↗](https://aclanthology.org/2026.findings-acl.285/)**Jun Xue, Zhuolin Yi, Yihuan Huang et al.
1913. **[RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library ↗](https://aclanthology.org/2026.findings-eacl.93/)**Jiapeng Wang, Jinhao Jiang, Zhiqiang Zhang et al.
1914. **[RanLoRA: Residual-aware Nonlinear Low-Rank Adaptation ↗](https://aclanthology.org/2026.findings-acl.852/)**Xu Luo, Yongbin Liu, Chunping Ouyang et al.
1915. **[Ranking Human and LLM Texts Using Locality Statistics ↗](https://aclanthology.org/2026.findings-eacl.283/)**Yiyang Wang, Chen Ding, Hangfeng He
1916. **[Rational Synthesizers or Heuristic Followers? Analyzing LLMs in RAG-based Question-Answering ↗](https://aclanthology.org/2026.findings-acl.2003/)**Atharv Naphade
1917. **[RbtAct: Rebuttal as Supervision for Actionable Review Feedback Generation ↗](https://aclanthology.org/2026.findings-acl.1696/)**Sihong Wu, Yiling Ma, Yilun Zhao et al.
1918. **[ReBPE: Iteratively Improving the Internal Structure of a Structured Tokeniser by Mining its Internal Structure ↗](https://aclanthology.org/2026.findings-eacl.211/)**Thomas Bauwens, Miryam de Lhoneux
1919. **[ReCoT-NER: Enhancing Zero-Shot Named Entity Recognition through Chain-of-Thought Prompting and Recall-Oriented Loss Optimization ↗](https://aclanthology.org/2026.findings-acl.227/)**Dabin Fu, Fanghong Zhang
1920. **[ReCon: Active Defense against Large Vision-Language Model Jailbreaks via Reverse Safety Concept Injection ↗](https://aclanthology.org/2026.findings-acl.1173/)**Zheng He, Yiwei Wang, Hongxing Wang et al.
1921. **[ReFreeKV: Towards Threshold-Free KV Cache Compression ↗](https://aclanthology.org/2026.findings-acl.1541/)**Xuanfan Ni, Liyan Xu, Chenyang Lyu et al.
1922. **[ReMedi: Reasoner for Medical Clinical Prediction ↗](https://aclanthology.org/2026.findings-acl.1011/)**Yushi Cao, Yiming Chen, Hongchao Jiang et al.
1923. **[RePrompT: Recurrent Prompt Tuning for Integrating Structured EHR Encoders with Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1334/)**Arya Hadizadeh Moghaddam, Drew Ross, Mohsen Nayebi Kerdabadi et al.
1924. **[ReSQL: Self-Improving Framework for Reasoning-Aware Text-to-SQL Dataset Generation ↗](https://aclanthology.org/2026.findings-acl.1677/)**Minjun Park, Yongju Seong, Myoseop Sim et al.
1925. **[ReStyle-TTS: Relative and Continuous Style Control for Zero-Shot Speech Synthesis ↗](https://aclanthology.org/2026.findings-acl.451/)**Haitao Li, Chunxiang Jin, Chenglin Li et al.
1926. **[ReaGeo: Reasoning-Enhanced End-to-End Geocoding with LLMs ↗](https://aclanthology.org/2026.findings-acl.1396/)**Jian Cui, Zhiyuan Ren, Desheng Weng et al.
1927. **[Read the Room, Read the Image: Understanding Indirect Speech Acts in Multimodal Visual Contexts ↗](https://aclanthology.org/2026.findings-acl.1556/)**Jaehee Kim, Ji Hoon Chung, Seoyoon Park et al.
1928. **[Reading Between the Lines: The One-Sided Conversation Problem ↗](https://aclanthology.org/2026.findings-acl.1757/)**Victoria Ebert, Rishabh Singh, Tuochao Chen et al.
1929. **[Ready to Translate, Not to Represent? Bias and Performance Gaps in Multilingual LLMs Across Language Families and Domains ↗](https://aclanthology.org/2026.findings-acl.68/)**Md. Faiyaz Abdullah Sayeedi, Subhey Sadi Rahman, Md. Mahbub Alam et al.
1930. **[Real Men are Tough: Evaluating Gender Bias and Sensitivity to Masculinity Norms in LLMs ↗](https://aclanthology.org/2026.findings-acl.225/)**Elisa Leonardelli, Camilla Casula, Boglarka Nyul et al.
1931. **[Real or Robotic? Assessing Whether LLMs Accurately Simulate Qualities of Human Responses in Human-LLM Dialogue ↗](https://aclanthology.org/2026.findings-acl.2060/)**Jonathan Ivey, Shivani Kumar, Jiayu Liu et al.
1932. **[RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction ↗](https://aclanthology.org/2026.findings-acl.703/)**Haonan Bian, Zhiyuan Yao, Sen Hu et al.
1933. **[Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty ↗](https://aclanthology.org/2026.findings-acl.1167/)**Chao Xue, Yao Wang, Mengqiao Liu et al.
1934. **[Reason in Chains, Learn in Trees: Self-Rectification and Grafting for Multi-turn Agent Policy Optimization ↗](https://aclanthology.org/2026.findings-acl.229/)**Yu Li, Sizhe Tang, Tian Lan
1935. **[Reason-KE++: Aligning the Process, Not Just the Outcome, for Faithful LLM Knowledge Editing ↗](https://aclanthology.org/2026.findings-acl.1137/)**Yuchen Wu, Liang Ding, Li Shen et al.
1936. **[ReasonIF: Large Reasoning Models Fail to Follow Instructions During Reasoning ↗](https://aclanthology.org/2026.findings-acl.1456/)**Yongchan Kwon, Shang Zhu, Federico Bianchi et al.
1937. **[ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation ↗](https://aclanthology.org/2026.findings-acl.391/)**Yihua Zhang, Mingfu Liang, Jiyan Yang et al.
1938. **[Reasoning Beyond Literal: Cross-style Multimodal Reasoning for Figurative Language Understanding ↗](https://aclanthology.org/2026.findings-eacl.311/)**Seyyed Saeid Cheshmi, Hahnemann Ortiz, James Mooney et al.
1939. **[Reasoning Up the Instruction Ladder for Controllable Language Models ↗](https://aclanthology.org/2026.findings-acl.1960/)**Zishuo Zheng, Vidhisha Balachandran, Chan Young Park et al.
1940. **[Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search ↗](https://aclanthology.org/2026.findings-acl.438/)**Yifei Zhang, Xu Yang, Xiao Yang et al.
1941. **[Reasoning for Hierarchical Text Classification: The Case of Patents ↗](https://aclanthology.org/2026.findings-acl.541/)**Lekang Jiang, Wenjun Sun, Stefan Goetz
1942. **[Reasoning in a Combinatorial and Constrained World: Benchmarking LLMs on Natural-Language Combinatorial Optimization ↗](https://aclanthology.org/2026.findings-acl.1529/)**Xia Jiang, Jing Chen, Cong Zhang et al.
1943. **[Reasoning with Memory: Adaptive Information Management for Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.1834/)**Hieu Man, Ro-ee Tal, Abhishek Kumar et al.
1944. **[Reasoning-Aware AIGC Detection via Alignment and Reinforcement ↗](https://aclanthology.org/2026.findings-acl.1043/)**Zhao Wang, Max Xiong, Jianxun Lian et al.
1945. **[Reasoning-Based Refinement of Unsupervised Text Clusters with LLMs ↗](https://aclanthology.org/2026.findings-acl.482/)**Tunazzina Islam
1946. **[Reasoning-Guided Exploration for Online DPO ↗](https://aclanthology.org/2026.findings-acl.1370/)**Zetian Hu, Shunyu Liu, Ting-En Lin et al.
1947. **[RecMem: Recurrence-based Memory Consolidation for Efficient and Effective Long-Running LLM Agents ↗](https://aclanthology.org/2026.findings-acl.1619/)**Zijie Dai, Shiyuan Deng, Sheng Guan et al.
1948. **[ReciFine: Finely Annotated Recipe Dataset for Controllable Recipe Generation ↗](https://aclanthology.org/2026.findings-eacl.210/)**Nuhu Ibrahim, Rishi Ravikumar, Robert Stevens et al.
1949. **[Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets](https://md.research.elamur.ai/free/en/papers/yukhymenko-2026-recovered-translation-efficient-pipeline-automated/)**Hanna Yukhymenko, Anton Alexandrov, Martin Vechev*our summary*
1950. **[Rectified Sparse Attention for Efficient Long-Sequence Generation ↗](https://aclanthology.org/2026.findings-acl.348/)**Yutao Sun, Tianzhu Ye, Li Dong et al.
1951. **[Red-Teaming NSFW Image Classifiers as Text-to-Image Safeguards ↗](https://aclanthology.org/2026.findings-acl.506/)**Tinghao Xie, Yueqi Xie, Alireza Zareian et al.
1952. **[Redefining Machine Simultaneous Interpretation: From Incremental Translation to Human-Like Strategies](https://md.research.elamur.ai/free/en/papers/zhang-2026-redefining-machine-simultaneous-interpretation-incremental/)**Qianen Zhang, Zeyu Yang, Satoshi Nakamura*our summary*
1953. **[Reducing Peak Memory Usage for Modern Multimodal Large Language Model Pipelines ↗](https://aclanthology.org/2026.findings-acl.1422/)**Junwan Kim, Hyunkyung Bae
1954. **[Reference-Free Evaluation of Taxonomies ↗](https://aclanthology.org/2026.findings-acl.1273/)**Pascal Wullschleger, Majid Zarharan, Donnacha Daly et al.
1955. **[Reflect, Rewrite, Repeat: How Simple Arithmetic Enables Advanced Reasoning in Small Language Models ↗](https://aclanthology.org/2026.findings-eacl.69/)**Mengdie Flora Wang, Haochen Xie, Mun Young Kim et al.
1956. **[Reflective RAG: Self-Evaluation Driven Strategy Optimization in Agentic Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.648/)**Haiyan Wu, Chenchen Wang, Chaoqun Sun et al.
1957. **[Region-R1: Reinforcing Query-Side Region Cropping for Multi-Modal Re-Ranking ↗](https://aclanthology.org/2026.findings-acl.510/)**Chan-Wei Hu, Zhengzhong Tu
1958. **[Regret-Now: A Physics-Inspired Regret Framework for Temporal Knowledge Graph Question Answering with LLMs ↗](https://aclanthology.org/2026.findings-acl.1208/)**Danyu Huang, Yao Zhang, Jun Wang et al.
1959. **[Reheat Nachos for Dinner? Evaluating AI Support for Cross-Cultural Communication of Neologisms ↗](https://aclanthology.org/2026.findings-acl.1312/)**Dayeon Ki, Yu Hou, Rachel Rudinger et al.
1960. **[Reinforcement Learning with Semantic Rewards Enables Low-Resource Language Expansion without Alignment Tax ↗](https://aclanthology.org/2026.findings-acl.880/)**Zeli Su, Ziyin Zhang, Zhou Liu et al.
1961. **[Rejection-to-Acceptance Transition: Model Editing-Based Jailbreak Backdoor Injection Not Limited to Few Output Tokens ↗](https://aclanthology.org/2026.findings-acl.1625/)**Shiji Yang, Min Cai, Hao Xiong et al.
1962. **[Relaxing the Constraints: A Dual-Importance Projection Mechanism for Lifelong Model Editing ↗](https://aclanthology.org/2026.findings-acl.1910/)**Zhenghai Chen, Senbin Xu, Jiaxi Tan et al.
1963. **[Relevance to Utility: Process-Supervised Rewrite for RAG ↗](https://aclanthology.org/2026.findings-acl.1513/)**Jaeyoung Kim, Jongho Kim, Seung-won Hwang et al.
1964. **[Reliability-Aware Adaptive Self-Consistency for Efficient Sampling in LLM Reasoning ↗](https://aclanthology.org/2026.findings-acl.1085/)**Junseok Kim, Nakyeong Yang, Kyungmin Min et al.
1965. **[RepoDistill: Distilling Repository Knowledge through Compression-Aware Budget Allocation and Policy Optimization ↗](https://aclanthology.org/2026.findings-acl.217/)**Xin Yin, Zixiang Ding, Yiang Zhang et al.
1966. **[Representation Collapse in Machine Translation Through the Lens of Angular Dispersion ↗](https://aclanthology.org/2026.findings-eacl.126/)**Evgeniia Tokarchuk, Maya K. Nachesa, Sergey Troshin et al.
1967. **[Representation-Guided Parameter-Efficient LLM Unlearning ↗](https://aclanthology.org/2026.findings-acl.717/)**Zeguan Xiao, Lang Mo, Yun Chen et al.
1968. **[Resonant Context Anchoring: Decoupling Attention Routing and Signal Gain at Inference Time ↗](https://aclanthology.org/2026.findings-acl.1824/)**Mingkuan Zhao, Yide Gao, Wentao Hu et al.
1969. **[RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache Eviction ↗](https://aclanthology.org/2026.findings-acl.934/)**Sihao Liu, YuFan Xiong, Zhonghua Jiang et al.
1970. **[Rethinking Data Mixture for Large Language Models: A Comprehensive Survey and New Perspectives ↗](https://aclanthology.org/2026.findings-eacl.15/)**Yajiao Liu, Congliang Chen, Junchi Yang et al.
1971. **[Rethinking LLM Watermark Detection in Black-Box Settings: A Non-Intrusive Third-Party Framework ↗](https://aclanthology.org/2026.findings-acl.990/)**Zhuoshang Wang, Yubing Ren, Yanan Cao et al.
1972. **[Rethinking Multiple-Choice Questions for RLVR: Unlocking Potential via Distractor Design ↗](https://aclanthology.org/2026.findings-acl.1003/)**Xu Guo, Qiming Ge, Jian Tong et al.
1973. **[Rethinking Parameter Sharing for LLM Fine-Tuning with Multiple LoRAs ↗](https://aclanthology.org/2026.findings-acl.625/)**Hao Ban, Kaiyi Ji
1974. **[Rethinking Post-Unlearning Behavior of Large Vision-Language Models ↗](https://aclanthology.org/2026.findings-acl.854/)**Minsung Kim, Nakyeong Yang, Kyomin Jung
1975. **[Rethinking RL Evaluation: Can Benchmarks Truly Reveal Failures of RL Methods? ↗](https://aclanthology.org/2026.findings-acl.769/)**Zihan Chen, Yiming Zhang, Hengguang Zhou et al.
1976. **[Rethinking Reasoning: A Survey on Reasoning-based Backdoors in LLMs ↗](https://aclanthology.org/2026.findings-acl.863/)**Man Hu, Xinyi Wu, Zhufeng Suo et al.
1977. **[Rethinking Research on Stereotypes: An Analysis through Social Psychological and Computational Perspectives ↗](https://aclanthology.org/2026.findings-acl.85/)**Kaustubh Shivshankar Shejole, Pushpak Bhattacharyya
1978. **[Rethinking Retrieval-Augmented Generation as a Cooperative Decision-Making Problem ↗](https://aclanthology.org/2026.findings-acl.2157/)**Lichang Song, Ting Long, Yi Chang
1979. **[Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration ↗](https://aclanthology.org/2026.findings-acl.1654/)**Linzhuang Sun, Tianyu Guo, Hao Liang et al.
1980. **[Retrieve Only Relevant Tables Whether Few or Many: Adaptive Table Retrieval Method ↗](https://aclanthology.org/2026.findings-acl.635/)**Taehee Kim, Seungbin Yang, Jihwan Kim et al.
1981. **[Revealing Redundant Syntax in Large Language Models through Multi-Hop Dependency Paths ↗](https://aclanthology.org/2026.findings-eacl.214/)**Masaki Sashida, Takeshi Kojima, Yusuke Iwasawa et al.
1982. **[Revealing the Attention Floating Mechanism in Masked Diffusion Models ↗](https://aclanthology.org/2026.findings-acl.404/)**Xin Dai, Pengcheng Huang, Zhenghao Liu et al.
1983. **[Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models ↗](https://aclanthology.org/2026.findings-eacl.289/)**Ningyuan Deng, Hanyu Duan, Yixuan Tang et al.
1984. **[Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes ↗](https://aclanthology.org/2026.findings-eacl.102/)**Gautam Siddharth Kashyap, Harsh Joshi, Niharika Jain et al.
1985. **[Revisiting Entropy Regularization: Adaptive Coefficient Unlocks Its Potential for LLM Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.895/)**Xiaoyun Zhang, Xiaojian Yuan, Di Huang et al.
1986. **[Revisiting Self-Play Preference Optimization: On the Role of Prompt Difficulty ↗](https://aclanthology.org/2026.findings-acl.144/)**Yao Xiao, Jung-jae Kim, Roy Ka-Wei Lee et al.
1987. **[Revisiting the Uniform Information Density Hypothesis in LLM Reasoning ↗](https://aclanthology.org/2026.findings-acl.1565/)**Minju Gwak, Guijin Son, Jaehyung Kim
1988. **[Reward Yourself: Efficient Self Rewards for Trustworthy Sampling ↗](https://aclanthology.org/2026.findings-acl.1554/)**Mingjie Li, Wai Man Si, Michael Backes et al.
1989. **[Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs ↗](https://aclanthology.org/2026.findings-acl.1982/)**Zhiyuan Hu, Yucheng Wang, Yufei He et al.
1990. **[Rhombus: Incentivizing Coordination in Parallel Thinking through Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.1956/)**Ziyuan Nan, Qi Yi, Di Huang et al.
1991. **[RiT: Rubrics-in-Thinking Reinforcement Learning for Improved Reasoning in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.192/)**Xiaobin Tian, Shuai Yuan, Muyun Ding et al.
1992. **[RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs in Medicine ↗](https://aclanthology.org/2026.findings-acl.1793/)**Jiatan Huang, Mingchen Li, Zonghai Yao et al.
1993. **[RiddleBench: A New Generative Reasoning Benchmark for LLMs ↗](https://aclanthology.org/2026.findings-eacl.228/)**Deepon Halder, Alan Saji, Thanmay Jayakumar et al.
1994. **[Risk-Controlled Event-Driven Cascading Updates for Knowledge Graph Consistency Restoration ↗](https://aclanthology.org/2026.findings-acl.2111/)**Bo Ni, Qinwen Ge, Haowei Fu et al.
1995. **[RoD-TAL: A Benchmark for Answering Questions in Romanian Driving License Exams ↗](https://aclanthology.org/2026.findings-eacl.295/)**Andrei Vlad Man, Răzvan-Alexandru Smădu, Cristian-George Craciun et al.
1996. **[RoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems ↗](https://aclanthology.org/2026.findings-acl.378/)**Jiacheng Liu, Zichen Tang, Zhongjun Yang et al.
1997. **[Robust In-Context Selection via Online Learned Position-Corrected Attention ↗](https://aclanthology.org/2026.findings-acl.1743/)**Deeksha Koul, Gaurav Kumar, Yash Sabale et al.
1998. **[Robust Uncertainty Quantification for Self-Evolving Large Language Models via Continual Domain Pretraining ↗](https://aclanthology.org/2026.findings-acl.388/)**Xiaofan Zhou, Lu Cheng
1999. **[Role-Sensitive Neurons: A Neuron-Level Gain Control Mechanism for Confidence Steering ↗](https://aclanthology.org/2026.findings-acl.294/)**Peiwen Huang, Chih-Hao Hsu, Tzu-Hung Huang et al.
2000. **[RoleCDE: Benchmarking and Mitigating Role–Alignment Trade-offs in Role-Playing Agents ↗](https://aclanthology.org/2026.findings-acl.106/)**Huayi Lai, Shichao Song, Simin Niu et al.

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