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

2,517 papers · page 11 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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1001. **[ENPMR-Bench: Benchmarking Proactive Memory Retrieval for Emotional Support Agents ↗](https://aclanthology.org/2026.findings-acl.2080/)**Xing Fu, Yulin Hu, Mengtong Ji et al.
1002. **[EOP-LLM: Energy Oriented Pruning for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.367/)**Guan Huang, Tao Shu
1003. **[EPIR: Capturing Promoting and Inhibiting Relationships between Events ↗](https://aclanthology.org/2026.findings-acl.1838/)**Bowen Dong, Wenjun Wang, Xueli Liu et al.
1004. **[ERRV: Eliciting Efficient Reasoning through Reasoning Vectors for Policy Optimization in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1425/)**Zhuowen Han, Lei Yang, Renren Jin et al.
1005. **[ETHICA-MT: Introducing a Framework and Dataset for Studying Ethical Orientations in LLM-based Machine Translation ↗](https://aclanthology.org/2026.findings-acl.1098/)**Omri Asscher, Arif Ahmad, Ananya Agrawal et al.
1006. **[ETOM: A Five-Level Benchmark for Evaluating Tool Orchestration within the MCP Ecosystem ↗](https://aclanthology.org/2026.findings-eacl.75/)**Jia-Kai Dong, I-Wei Huang, Chun-Tin Wu et al.
1007. **[EULoInf: Efficient Hessian-Free Entropy Based Uncertainty-Aware Data Influence Approximation ↗](https://aclanthology.org/2026.findings-acl.1839/)**Runxin Cai, Jingtan Wang, Bryan Kian Hsiang Low
1008. **[EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks ↗](https://aclanthology.org/2026.findings-acl.1230/)**Yijie Lu, Manman Zhao, Tianjie Ju et al.
1009. **[EVADE: LLM-Based Explanation Generation and Validation for Error Detection in NLI ↗](https://aclanthology.org/2026.findings-acl.65/)**Longfei Zuo, Barbara Plank, Siyao Peng
1010. **[EVGeoQA: Benchmarking LLMs on Dynamic, Multi-Objective Geo-Spatial Exploration ↗](https://aclanthology.org/2026.findings-acl.186/)**Jianfei Wu, Zhichun Wang, Zhensheng Wang et al.
1011. **[EXPO-SQL: Execution-based Clause-level Policy Optimization for Text-to-SQL ↗](https://aclanthology.org/2026.findings-acl.1107/)**Jaehoon Lee, CheolWon Na, Suyoung Bae et al.
1012. **[Easy Samples Are All You Need: Self-Evolving LLMs via Data-Efficient Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.773/)**Zhiyin Yu, Bo Zhang, Qibin Hou et al.
1013. **[EchoMLLM: Incentivizing Echocardiographic Video Understanding with Keyframe Grounding and Report Generation ↗](https://aclanthology.org/2026.findings-acl.1001/)**Heyu Huang, Wanran Sun, Chi Chen et al.
1014. **[EduMARS: Can Vision-Language Models Grade Like Teachers? Benchmarking Multimodal, Rubric-Based Assessment on Chinese K-12 Answers ↗](https://aclanthology.org/2026.findings-acl.466/)**Xuan Zhao, Jiashun Chen, Wanting xu et al.
1015. **[Efficient Hallucination Detection in Automatic Code Generation ↗](https://aclanthology.org/2026.findings-acl.2143/)**Georgii Andriushchenko, Roman Garaev, Lyudmila Rvanova et al.
1016. **[Efficient PRM Training Data Synthesis via Formal Verification ↗](https://aclanthology.org/2026.findings-acl.403/)**Ryo Kamoi, Yusen Zhang, Nan Zhang et al.
1017. **[Efficient Reasoning for LLMs through Speculative Chain-of-Thought ↗](https://aclanthology.org/2026.findings-acl.76/)**Jikai Wang, Juntao Li, Jianye Hou et al.
1018. **[Efficient Table Retrieval and Understanding with Multimodal Large Language Models ↗](https://aclanthology.org/2026.findings-eacl.226/)**Zhuoyan Xu, Haoyang Fang, Boran Han et al.
1019. **[Efficient Test-Time Scaling via Temporal Reasoning Aggregation ↗](https://aclanthology.org/2026.findings-acl.651/)**Jiakun Li, Xingwei He, Kefan Li et al.
1020. **[Efficient Training for Cross-lingual Speech Language Models ↗](https://aclanthology.org/2026.findings-acl.642/)**Yan Zhou, Qingkai Fang, Yun Hong et al.
1021. **[Efficient Transformer Parameter Reuse via Zero-Token Mechanism ↗](https://aclanthology.org/2026.findings-acl.711/)**Guanghao Li, Wenhao Jiang, Li Shen et al.
1022. **[Efficient and Effective Internal Memory Retrieval for LLM-Based Healthcare Prediction ↗](https://aclanthology.org/2026.findings-acl.1788/)**Mingchen Li, Jiatan Huang, Zonghai Yao et al.
1023. **[EgoMemory: Memory-Augmented Personalized Retrieval for Long-Context Egocentric Video ↗](https://aclanthology.org/2026.findings-acl.362/)**Yuanmin Tang, Jue Zhang, Xiaoting Qin et al.
1024. **[ElasticFlow: One-Step Physics-Consistent Policy with Elastic Time Horizons for Language-Guided Manipulation ↗](https://aclanthology.org/2026.findings-acl.1186/)**Kewei Chen, Yayu Long, Shuai Li et al.
1025. **[Eliciting Medical Reasoning with Knowledge-enhanced Data Synthesis: A Semi-Supervised Reinforcement Learning Approach ↗](https://aclanthology.org/2026.findings-acl.137/)**Haolin Li, Shuyang Jiang, Ruipeng Zhang et al.
1026. **[Embedding-based In-Context Prompt Training for Enhancing LLMs as Text Encoders ↗](https://aclanthology.org/2026.findings-acl.1454/)**Ailiang Lin, Zhuoyun Li, Keyu Mao et al.
1027. **[Emergence and Localisation of Semantic Role Circuits in LLMs ↗](https://aclanthology.org/2026.findings-acl.1964/)**Nura Aljaafari, Danilo Carvalho, Andre Freitas
1028. **[Emergent Relational Order in LLM Agent Societies: From Collective Affect to Authority Stratification ↗](https://aclanthology.org/2026.findings-acl.1658/)**Zhiyuan Ji, Xinyu Chen, Ziqi Dai et al.
1029. **[EmoMM: Benchmarking and Steering MLLM for Multimodal Emotion Recognition under Conflict and Missingness ↗](https://aclanthology.org/2026.findings-acl.1018/)**Yueru Sun, Yimeng Zhang, Haoyu Gu et al.
1030. **[EmoRes: Toward Adaptive Psychological Support via User-Agnostic Benchmark and Topic-Mining Agent ↗](https://aclanthology.org/2026.findings-acl.416/)**Zhengwei Zou, Xuanming Jiang, Baoyi An et al.
1031. **[Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion ↗](https://aclanthology.org/2026.findings-eacl.212/)**Li Xiao, Kotaro Funakoshi, Manabu Okumura
1032. **[Emotion Trajectory-aware Retrieval for Markov-driven Emotion Anticipation in LLM-based Emotional Support Conversation ↗](https://aclanthology.org/2026.findings-acl.2127/)**Hongyan Wu, Zhiliang Tian, Zhen Huang et al.
1033. **[Emotion–Cause Pair Extraction in Conversations via Semantic Decoupling and Alignment ↗](https://aclanthology.org/2026.findings-acl.617/)**Tianxiang Ma, Weijie Feng, Xinyu Wang et al.
1034. **[Empathy Applicability Modeling for General Health Queries ↗](https://aclanthology.org/2026.findings-acl.1983/)**Shan Randhawa, Agha Ali Raza, Kentaro Toyama et al.
1035. **[Empirical Analysis of Task Mixture Effects in Small-scale Instruction Tuning: A Statistical Approach ↗](https://aclanthology.org/2026.findings-acl.643/)**Jeesu Jung, Sangkeun Jung
1036. **[Empowering Reliable Visual-Centric Instruction Following in MLLMs ↗](https://aclanthology.org/2026.findings-acl.461/)**Weilei He, Feng Ju, Zhiyuan Fan et al.
1037. **[Enabling Autoregressive Models to Fill In Masked Tokens ↗](https://aclanthology.org/2026.findings-eacl.260/)**Daniel Mingyi Israel, Aditya Grover, Guy Van den Broeck
1038. **[Enabling Stroke-Level Structural Analysis of Hieroglyphic Scripts without Language-Specific Priors ↗](https://aclanthology.org/2026.findings-acl.1383/)**Fuwen Luo, Zihao Wan, Ziyue Wang et al.
1039. **[Enhancing Factuality through Consensus and Consistency in Summarization Using Minimum Bayes Risk Decoding ↗](https://aclanthology.org/2026.findings-acl.2071/)**Riza Setiawan Soetedjo, Yusuke Sakai, Hidetaka Kamigaito et al.
1040. **[Enhancing Hallucination Detection via Future Context ↗](https://aclanthology.org/2026.findings-acl.35/)**Joosung Lee, Cheonbok Park, Hwiyeol Jo et al.
1041. **[Enhancing Long-Chain Reasoning Distillation through Error-Aware Self-Reflection ↗](https://aclanthology.org/2026.findings-acl.72/)**Zhuoyang Wu, Xinze Li, Zhenghao Liu et al.
1042. **[Enhancing Multilingual RAG Systems with Debiased Language Preference-Guided Query Fusion ↗](https://aclanthology.org/2026.findings-acl.1353/)**Jeonghyun Park, Byeongjeong Kim, Seojin Hwang et al.
1043. **[Enhancing Multilingual Reasoning via Steerable Model Merging ↗](https://aclanthology.org/2026.findings-acl.1856/)**Zhuoran Li, Rui Xu, Jian Yang et al.
1044. **[Enhancing Reliability in Community Question Answering with an Expert-Oriented RAG System ↗](https://aclanthology.org/2026.findings-eacl.132/)**Seyyede Zahra Aftabi, Saeed Farzi
1045. **[Enhancing Zero-Shot Time Series Forecasting in Off-the-Shelf LLMs via Noise Injection Prompting ↗](https://aclanthology.org/2026.findings-acl.2054/)**Xingyou Yin, Ceyao Zhang, Min Hu et al.
1046. **[Enrich, Aggregate, and Generate: Three-stage Biomedical Data-to-Text Generation Using Large Language Models in Low-resource Scenarios ↗](https://aclanthology.org/2026.findings-acl.1875/)**Yupian Lin, Guangya Yu, Yuang Bian et al.
1047. **[EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles ↗](https://aclanthology.org/2026.findings-acl.2093/)**Aakriti Agrawal, Mucong Ding, Chenghao Deng et al.
1048. **[Ensemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks ↗](https://aclanthology.org/2026.findings-eacl.145/)**Haowei Fu, Bo Ni, Han Xu et al.
1049. **[Entity-aware Cross-lingual Claim Detection for Automated Fact-checking ↗](https://aclanthology.org/2026.findings-eacl.2/)**Rrubaa Panchendrarajan, Arkaitz Zubiaga
1050. **[EntroBench: Evaluating LLM Watermarking Under Multi-Entropy Scenarios and Practical User Operations ↗](https://aclanthology.org/2026.findings-acl.2089/)**Pengyuan Qin, Linnan Tu, Yuhan Ke et al.
1051. **[Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.1559/)**Zhenpeng Su, Leiyu Pan, Minxuan Lv et al.
1052. **[Entropy Scheduling in Reinforcement Learning for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.206/)**Xingjin Wang, Howe Tissue, Lu Wang et al.
1053. **[Entropy-Aware Reshaping of Reinforcement Signals for Multi-Answer Reasoning ↗](https://aclanthology.org/2026.findings-acl.2001/)**Zhi Li, Huidan Xu, Zhen Hu et al.
1054. **[EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis ↗](https://aclanthology.org/2026.findings-acl.407/)**Xiaoshuai Song, Haofei Chang, Guanting Dong et al.
1055. **[Escaping the Sisyphus Dilemma: Experience Replay for Robust Text-to-Optimization Modeling ↗](https://aclanthology.org/2026.findings-acl.690/)**Wantong Xie, Yinghao Chen, Yi-Xiang Hu et al.
1056. **[Establishing a Scale for Kullback-Leibler Divergence in Language Models Across Various Settings ↗](https://aclanthology.org/2026.findings-acl.1163/)**Ryo Kishino, Yusuke Takase, Momose Oyama et al.
1057. **[Eval-RAR: Evaluation-Driven Retrieval-Augmented Reasoning via Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.189/)**Heng Yu, Rui Li, Qi Liu et al.
1058. **[Evaluating Implicit Biases in LLM Reasoning through Logic Grid Puzzles ↗](https://aclanthology.org/2026.findings-acl.571/)**Fatima Jahara, Mark Dredze, Sharon Levy
1059. **[Evaluating Large Vision Language Models on Bangla Medical Visual Question Answering ↗](https://aclanthology.org/2026.findings-acl.1862/)**Rafid Ahmed, Intesar Tahmid, Mir Sazzat Hossain et al.
1060. **[Evaluating Machine Translation Datasets for Low-Web Data Languages: A Gendered Lens](https://md.research.elamur.ai/free/en/papers/nigatu-2026-evaluating-machine-translation-datasets-low/)**Hellina Hailu Nigatu, Bethelhem Yemane Mamo, Bontu Fufa Balcha et al.*our summary*
1061. **[Evaluating Memory Capability in Continuous Lifelog Scenario ↗](https://aclanthology.org/2026.findings-acl.351/)**Jianjie Zheng, Zhichen Liu, Zhanyu Shen et al.
1062. **[Evaluating Morphological Plausibility of Subword Tokenization via Statistical Alignment with Morpho-Syntactic Features ↗](https://aclanthology.org/2026.findings-eacl.196/)**Abishek Stephen, Jindřich Libovický
1063. **[Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Benchmark ↗](https://aclanthology.org/2026.findings-eacl.322/)**Mohammad Khodadad, Ali Shiraee Kasmaee, Mahdi Astaraki et al.
1064. **[Evaluating Perspectival Biases in Cross-Modal Retrieval ↗](https://aclanthology.org/2026.findings-acl.1795/)**Teerapol Saengsukhiran, Peerawat Chomphooyod, Narabodee Rodjananant et al.
1065. **[Evaluating Reasoning Models for Queries with Presuppositions ↗](https://aclanthology.org/2026.findings-acl.1201/)**Rose Sathyanathan, Kinshuk Vasisht, Danish Pruthi
1066. **[Evaluating Scene-based In-Situ Item Labeling for Immersive Conversational Recommendation ↗](https://aclanthology.org/2026.findings-acl.2033/)**Jiazhou Liang, Yifan Simon Liu, David Guo et al.
1067. **[Evaluating the Impact of Reviewer Guideline Design on LLM-Based Automated Peer Review ↗](https://aclanthology.org/2026.findings-acl.1511/)**Haowen Li, Yoichi Ishibashi, Masafumi Oyamada
1068. **[Evaluation Pitfalls and Sparsity Limitations in LLM-based Confidence Estimates for Classification ↗](https://aclanthology.org/2026.findings-acl.1671/)**Elena Merdjanovska, Omar Zaidan, Andreas Rücklé
1069. **[Event Detection with a Context-Aware Encoder and LoRA for Improved Performance on Long-Tailed Classes ↗](https://aclanthology.org/2026.findings-eacl.314/)**Abdullah Al Monsur, Nitesh Vamshi Bommisetty, Gene Louis Kim
1070. **[EviReport: From Reasoned Outlines to Evidence Tracked Long-Form Reports ↗](https://aclanthology.org/2026.findings-acl.1397/)**Zihan Liu, Jianhui li, Zexin Wang et al.
1071. **[Evian: Towards Explainable Visual Instruction-tuning Data Auditing ↗](https://aclanthology.org/2026.findings-acl.311/)**Zimu Jia, Mingjie Xu, Andrew Estornell et al.
1072. **[Evidence-Aligned Entity Verification for Hallucination Detection in Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.1477/)**Runsong Jia, Zhen Fang, Mengjia Wu et al.
1073. **[EvoCoT: Overcoming the Exploration Bottleneck in Reinforcement Learning for LLMs ↗](https://aclanthology.org/2026.findings-acl.1031/)**Huanyu Liu, Jia Li, Yihong Dong et al.
1074. **[EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing ↗](https://aclanthology.org/2026.findings-acl.75/)**Sicheng Lyu, Yu Gu, Xinyu Wang et al.
1075. **[EvoHyper: Evolving Hypergraph Topologies for Unified Collaboration in Multi-Agent Communication ↗](https://aclanthology.org/2026.findings-acl.1258/)**Heng Zhang, Yihao Zhong, Lubin Gan et al.
1076. **[EvoMD-LLM: Learning the Language of Species Evolution in Reactive Molecular Dynamics ↗](https://aclanthology.org/2026.findings-acl.1947/)**Zhichen Tang, Zhengzheng Dang, Yulin Chen et al.
1077. **[EvoMemKG: An Evolvable Memory Agent for Multi-hop Knowledge Graph Reasoning ↗](https://aclanthology.org/2026.findings-acl.1587/)**Shiyu Tian, Shuyue Xing, Zhuoxin Han et al.
1078. **[Evolving Agentic Workflow Driven by Human-Agent Collaboration ↗](https://aclanthology.org/2026.findings-acl.1250/)**Yuxin Liu, Jinxuan Zhang, Yuezhang Peng et al.
1079. **[ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability ↗](https://aclanthology.org/2026.findings-acl.380/)**Ryuto Koike, Masahiro Kaneko, Ayana Niwa et al.
1080. **[Examining the Utility of Self-disclosure Types for Modeling Annotators of Social Norms ↗](https://aclanthology.org/2026.findings-eacl.8/)**Kieran Henderson, Kian Omoomi, Vasudha Varadarajan et al.
1081. **[ExpSeek: Self-Triggered Experience Seeking for Web Agents ↗](https://aclanthology.org/2026.findings-acl.1462/)**Wenyuan Zhang, Xinghua Zhang, Haiyang Yu et al.
1082. **[Experience is the Teacher: Reusing Atomic Thoughts from LLMs to Improve Medical Dialogue ↗](https://aclanthology.org/2026.findings-acl.957/)**Guangya Yu, Hui Luo, Qi Ye et al.
1083. **[Experience-Driven Multi-Agent Optimization for Black-Box Jailbreak Attacks on Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1188/)**Zhaoyang Han, Yihe Liu, Kai Zhang et al.
1084. **[Experience-Driven Reflective Co-Evolution of Prompts and Heuristics for Autonomous Algorithm Design ↗](https://aclanthology.org/2026.findings-acl.245/)**Yihong Liu, Junyi Li, Hongyu Lu et al.
1085. **[ExpertIVS: Sociological Expert Driven Individual Value Simulation in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.932/)**Zhen Wang, Yuqi Ren, Yuehan Cui et al.
1086. **[Explain the Flag: Contextualizing Hate Speech Beyond Censorship ↗](https://aclanthology.org/2026.findings-acl.406/)**Jason Liartis, Eirini Kaldeli, Lamprini Gyftokosta et al.
1087. **[Explainable Quantum Program Repair with Verifiable Proof Traces ↗](https://aclanthology.org/2026.findings-acl.1549/)**Tingting Li, Ziming Zhao, Zhaoxuan Li et al.
1088. **[Explanation Quality Assessment as Ranking with Listwise Rewards ↗](https://aclanthology.org/2026.findings-acl.1800/)**Thomas Bailleux, Tanmoy Mukherjee, Emmanuel Lonca et al.
1089. **[Exploiting Tree Structure for Credit Assignment in Reinforcement Learning with Large Language Models ↗](https://aclanthology.org/2026.findings-acl.524/)**Hieu Tran, Zonghai Yao, Hong yu
1090. **[Exploration-Exploitation Reshaping towards Efficient Reasoning for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1520/)**Yufeng Shi, Weilin Luo, Yuxiang Zhang et al.
1091. **[Exploring Coding Spot: Understanding Parametric Contributions to LLM Coding Performance ↗](https://aclanthology.org/2026.findings-acl.1435/)**Dongjun Kim, Minhyuk Kim, Yongchan Chun et al.
1092. **[Exploring Iterative Controllable Summarization with Large Language Models ↗](https://aclanthology.org/2026.findings-eacl.26/)**Sangwon Ryu, Heejin Do, Daehui Kim et al.
1093. **[Exploring Layer-wise Information Effectiveness for Post-Training Quantization in Small Language Models ↗](https://aclanthology.org/2026.findings-acl.771/)**He Xiao, Qingyao Yang, Dirui Xie et al.
1094. **[Exploring Multilingual Pre-trained Language Model for Aspect-based Sentiment Analysis ↗](https://aclanthology.org/2026.findings-acl.298/)**Ye Wang, Ruijun Jiang, Zhongqing Wang et al.
1095. **[Exploring Reasoning Reward Model for Agents ↗](https://aclanthology.org/2026.findings-acl.95/)**Kaixuan Fan, Kaituo Feng, Manyuan Zhang et al.
1096. **[Exploring Two-Phase Continual Instruction Fine-tuning for Multilingual Adaptation in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1595/)**Divyanshu Aggarwal, Sankarshan Damle, Navin Goyal et al.
1097. **[Exploring the Capability Boundaries of LLMs in Mastering of Chinese Chouxiang Language ↗](https://aclanthology.org/2026.findings-acl.128/)**Dianqing Lin, Tian Lan, Jiali Zhu et al.
1098. **[ExpressivityBench: Can LLMs Communicate Implicitly? ↗](https://aclanthology.org/2026.findings-eacl.235/)**Joshua Tint, Som Sagar, Aditya Taparia et al.
1099. **[Extraction of Texters' Explicit Emotion Expressions in Crisis Conversations ↗](https://aclanthology.org/2026.findings-acl.2/)**Greg Buda, Ignacio J. Tripodi, Kelly L. Zuromski et al.
1100. **[F-Actor: Controllable Conversational Behavior in Full-Duplex Models ↗](https://aclanthology.org/2026.findings-acl.242/)**Maike Züfle, Ondrej Klejch, Nicholas Sanders et al.

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