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

2,517 papers · page 17 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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1601. **[MedKInstruct: A Multimodal Knowledge Graph Based Framework for Multi-Hop and Hard-Negative Instruction Data Synthesis in MedVQA ↗](https://aclanthology.org/2026.findings-acl.1391/)**Yinan Wu, Jihang Jin, Xuhao Bao et al.
1602. **[MedLayBench-V: A Large-Scale Benchmark for Expert-Lay Semantic Alignment in Medical Vision Language Models ↗](https://aclanthology.org/2026.findings-acl.914/)**Han Jang, Junhyeok Lee, Heeseong Eum et al.
1603. **[MedQPA-Gen: Medical Question Proposing and Answering for Report Generation ↗](https://aclanthology.org/2026.findings-acl.2139/)**Weijie Liang, Xiyue Zhu, Ruike Zhu et al.
1604. **[MedRedFlag: Investigating how LLMs Redirect Misconceptions in Real-World Health Communication ↗](https://aclanthology.org/2026.findings-acl.1771/)**Sraavya Sambara, Yuan Pu, Ayman Ali et al.
1605. **[MedScore: Generalizable Factuality Evaluation of Open-ended Long-form Medical Answers by Domain-adapted Claim Decomposition and Verification ↗](https://aclanthology.org/2026.findings-acl.693/)**Heyuan Huang, Alexandra DeLucia, Vijay Murari Tiyyala et al.
1606. **[Meeseeks: A Feedback-Driven, Iterative Self-Correction Benchmark evaluating LLMs' Instruction Following Capability ↗](https://aclanthology.org/2026.findings-acl.725/)**Jiaming Wang, Yunke Zhao, Peng Ding et al.
1607. **[MelTrim: Coarse-to-Fine Data Pruning for Speech Classification ↗](https://aclanthology.org/2026.findings-acl.672/)**Shaobo Wang, Tianle Niu, Xuan Ouyang et al.
1608. **[MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents ↗](https://aclanthology.org/2026.findings-acl.1408/)**Hung Pham Van, Nguyen Manh Hieu, Khang Pham Tran Tuan et al.
1609. **[MemPO: Self-Memory Policy Optimization for Long-Horizon Agents ↗](https://aclanthology.org/2026.findings-acl.1166/)**Ruoran Li, Xinghua Zhang, Haiyang Yu et al.
1610. **[MemSearcher: Iterative Memory Integration for Search Agent via End-to-End Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.736/)**Qianhao Yuan, Jie Lou, Zichao Li et al.
1611. **[MemTR: Enhancing Tool-Calling Reliability via Uncertainty-Triggered FFN-Space Retracing ↗](https://aclanthology.org/2026.findings-acl.973/)**Hongtao Duan, Lu Jiang, Minying Zhang et al.
1612. **[MemWeaver: Weaving Hybrid Memories for Traceable Long-Horizon Agentic Reasoning ↗](https://aclanthology.org/2026.findings-acl.630/)**Juexiang Ye, Xue Li, Yang Xinyu et al.
1613. **[Memo-SQL: Structured Decomposition and Experience-Driven Self-Correction for Training-Free NL2SQL ↗](https://aclanthology.org/2026.findings-acl.253/)**Yang Zerui, Weichuan Wang, Yanwei Xu et al.
1614. **[Memory Dial: A Training Framework for Controllable Memorization in Language Models ↗](https://aclanthology.org/2026.findings-acl.179/)**Xiangbo Zhang, Ali Emami
1615. **[Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning ↗](https://aclanthology.org/2026.findings-acl.1123/)**Yuyang Hu, Jiongnan Liu, Jiejun Tan et al.
1616. **[Memory-Driven Role-Playing: Evaluation and Enhancement of Persona Knowledge Utilization in LLMs ↗](https://aclanthology.org/2026.findings-acl.1175/)**Kai Wang, Haoyang You, Yang Zhang et al.
1617. **[Memory-Guided Hard Data Augmentation for Multimodal Named Entity Recognition ↗](https://aclanthology.org/2026.findings-acl.1075/)**Xinyu Liu, Kai fu, Yinghan Shi et al.
1618. **[Memp: Exploring Agent Procedural Memory ↗](https://aclanthology.org/2026.findings-acl.866/)**Runnan Fang, Yuan Liang, Xiaobin Wang et al.
1619. **[Mending the Holes: Mitigating Reward Hacking in Reinforcement Learning for Multilingual Translation ↗](https://aclanthology.org/2026.findings-acl.1682/)**Yifeng Liu, Siqi Ouyang, Yatish H R et al.
1620. **[MergeIT: From Selection to Merging for Efficient Instruction Tuning ↗](https://aclanthology.org/2026.findings-acl.46/)**Hongyi Cai, Yuqian Fu, Hongming Fu et al.
1621. **[Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.649/)**Yuan Sui, Yufei He, Tri Cao et al.
1622. **[Meta-Tool: Efficient Few-Shot Tool Adaptation for Small Language Models ↗](https://aclanthology.org/2026.findings-acl.492/)**Sachin Kumar
1623. **[MetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization ↗](https://aclanthology.org/2026.findings-acl.270/)**Haidong Xin, Xinze Li, Zhenghao Liu et al.
1624. **[MetaScale: Test-Time Scaling with Evolving Meta-Thoughts ↗](https://aclanthology.org/2026.findings-acl.574/)**Qin Liu, Wenxuan Zhou, Nan Xu et al.
1625. **[Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction ↗](https://aclanthology.org/2026.findings-acl.1168/)**Xu Shen, Qi Zhang, Song Wang et al.
1626. **[MiMIC: Mitigating Visual Modality Collapse in Universal Multimodal Retrieval While Avoiding Semantic Misalignment ↗](https://aclanthology.org/2026.findings-acl.158/)**Li Juan, Chuanghao Ding, Xujie Zhang et al.
1627. **[Mid-Think: Training-Free Intermediate-Budget Reasoning via Token-Level Triggers ↗](https://aclanthology.org/2026.findings-acl.299/)**Van Yang, Shouren Wang, Debargha Ganguly et al.
1628. **[MimicLM: Zero-Shot Voice Imitation through Autoregressive Modeling of Pseudo-Parallel Speech Corpora ↗](https://aclanthology.org/2026.findings-acl.1020/)**Tao Feng, Yuxiang Wang, Yuancheng Wang et al.
1629. **[Mina: A Multilingual LLM-Powered Legal Assistant Agent for Empowering Access to Justice in Bangladesh ↗](https://aclanthology.org/2026.findings-acl.1295/)**Azmine Toushik Wasi, Wahid Faisal, Mst Rafia Islam et al.
1630. **[Minos: A Multimodal Evaluation Model for Bidirectional Generation Between Image and Text ↗](https://aclanthology.org/2026.findings-acl.744/)**Junzhe Zhang, Huixuan Zhang, Xinyu Hu et al.
1631. **[Mirage: A Diagnostic Framework for Evaluating the Realism of Synthetic Contact Center Dialogue Generation ↗](https://aclanthology.org/2026.findings-acl.1261/)**Rishikesh Devanathan, Varun Nathan, Ayush Kumar
1632. **[Mistake Notebook Learning: Batch-Clustered Failures for Training-Free Agent Adaptation ↗](https://aclanthology.org/2026.findings-acl.719/)**Xuanbo Su, Yingfang Zhang, Hao Luo et al.
1633. **[Mitigating Causal Bias in LLMs via Potential Outcomes Framework and Actual Causality Theory ↗](https://aclanthology.org/2026.findings-eacl.220/)**Yiheng Zhao, Yuanliang Li, Shreya Savant et al.
1634. **[Mitigating Coordinate Prediction Bias from Positional Encoding Failures ↗](https://aclanthology.org/2026.findings-acl.1034/)**Xingjian Tao, Yiwei Wang, Yujun Cai et al.
1635. **[Mitigating Copy Bias in In-Context Learning through Neuron Pruning ↗](https://aclanthology.org/2026.findings-eacl.13/)**Ameen Ali Ali, Lior Wolf, Ivan Titov
1636. **[Mitigating Cultural Bias in LLMs via Multi-Agent Cultural Debate ↗](https://aclanthology.org/2026.findings-acl.418/)**Qian Tan, Lei Jiang, Yuting Zeng et al.
1637. **[Mitigating Hallucinations in VLMs: Enhancing Visual Attention via Head-Wise Perturbation ↗](https://aclanthology.org/2026.findings-acl.1016/)**Zhenghua Wang, Yixin Wu, Feiran Zhang et al.
1638. **[Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling ↗](https://aclanthology.org/2026.findings-acl.71/)**Shuliang Liu, Zhipeng Xu, Zhenghao Liu et al.
1639. **[Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling ↗](https://aclanthology.org/2026.findings-acl.1059/)**Zhenghua Wang, Yiran Ding, Changze Lv et al.
1640. **[MoLAN: A Unified Modality-Aware Noise Dynamic Editing Framework for Multimodal Sentiment Analysis ↗](https://aclanthology.org/2026.findings-acl.1225/)**Xingle Xu, YongKang Liu, Dexian Cai et al.
1641. **[MoPrune: Scene-Guided Motion-Aware Token Pruning for Efficient Video Large Language Models ↗](https://aclanthology.org/2026.findings-acl.344/)**Wenhao Hong, Ziyang Wang, Yixin Zhang et al.
1642. **[MobileBench-OL: A Comprehensive Chinese Benchmark for Evaluating Mobile GUI Agents in Real-World Environment ↗](https://aclanthology.org/2026.findings-acl.668/)**Qinzhuo Wu, Zhizhuo Yang, Hanhao Li et al.
1643. **[Model in Distress: Sentiment Analysis on French Synthetic Social Media ↗](https://aclanthology.org/2026.findings-acl.2132/)**Pierre-Carl Langlais, Pavel Chizhov, Yannick Detrois et al.
1644. **[Model-Agnostic Meta Learning for Class Imbalance Adaptation ↗](https://aclanthology.org/2026.findings-acl.507/)**Hanshu Rao, Guangzeng Han, Xiaolei Huang
1645. **[Modeling Human Perspectives with Socio-Demographic Representations ↗](https://aclanthology.org/2026.findings-acl.2026/)**Leixin Zhang, Cagri Coltekin
1646. **[Modeling Multi-Dimensional Cognitive States in Large Language Models under Cognitive Crowding ↗](https://aclanthology.org/2026.findings-acl.1017/)**Lin Zhong, Siyu Zhu, Zizhen Yuan et al.
1647. **[Modeling and Solving Stable Matching under Probabilistic Preferences with Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1845/)**Yuqi Kong, Shiyu Liu, Jiaxu Li et al.
1648. **[ModularMoE: Fast LLM Customization with Parameter-Sharing Mixture-of-Experts for Low-Resource Settings ↗](https://aclanthology.org/2026.findings-acl.174/)**Jiaxing Liu, Qi Qi, Haifeng Sun et al.
1649. **[MolSafeEval: A Benchmark for Uncovering Safety Risks in AI-Generated Molecules ↗](https://aclanthology.org/2026.findings-acl.1679/)**Tong Xu, Xinzhe Cao, Zhihui Zhu et al.
1650. **[Momoka-RAG: MCTS-Organized Mapping of Knowledge Associations for Long-Document Retrieval Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.183/)**Wenyu Tao, Xiaofen Xing, Zeliang Li et al.
1651. **[MonCulture-Eval: A Hierarchical Benchmark for Evaluating Mongolian Cultural Capabilities of Large Language Models across Scripts and Regions ↗](https://aclanthology.org/2026.findings-acl.1449/)**Quulgan Minggad, Xiao Zinan, Yuan Sun
1652. **[Moneyball with LLMs: Analyzing Tabular Summarization in Sports Narratives ↗](https://aclanthology.org/2026.findings-acl.2072/)**Ritam Upadhyay, Naman Ahuja, Rishabh Baral et al.
1653. **[More Agents Improve Math Problem Solving but Adversarial Robustness Gap Persists ↗](https://aclanthology.org/2026.findings-acl.2158/)**Khashayar Alavi, Zhastay Yeltay, Lucie Flek et al.
1654. **[More Images, More Problems? A Controlled Analysis of VLM Failure Modes. ↗](https://aclanthology.org/2026.findings-acl.366/)**Anurag Das, Adrian Bulat, Alberto Baldrati et al.
1655. **[More Than Sum of Its Parts: Deciphering Intent Shifts in Multimodal Hate Speech Detection ↗](https://aclanthology.org/2026.findings-acl.974/)**Runze Sun, Yu Zheng, Zexuan Xiong et al.
1656. **[MorphBPE: Morphology-Aware Tokenization for Efficient LLM Training ↗](https://aclanthology.org/2026.findings-acl.2068/)**Ehsaneddin Asgari, Yassine El Kheir, MohammadAli SadraeiJavaheri et al.
1657. **[MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning ↗](https://aclanthology.org/2026.findings-acl.1171/)**Xukai Wang, Xuanbo Liu, Mingrui Chen et al.
1658. **[MotifAgent: Learning Molecular Assembly through Multi-Agent Collaboration for Chemical Language Understanding ↗](https://aclanthology.org/2026.findings-acl.2023/)**Jinjia Feng, Wenda Wang, Zhewei Wei
1659. **[Multi-Agent Comedy Club: Investigating Community Discussion Effects on LLM Humor Generation ↗](https://aclanthology.org/2026.findings-acl.145/)**Shiwei Hong, Lingyao Li, Ethan Z. Rong et al.
1660. **[Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement ↗](https://aclanthology.org/2026.findings-eacl.158/)**Wangyang Ying, Yanchi Liu, Xujiang Zhao et al.
1661. **[Multi-Docker-Eval: A `Shovel of the Gold Rush' Benchmark on Automatic Environment Building for Software Engineering ↗](https://aclanthology.org/2026.findings-acl.889/)**Kelin Fu, Tianyu Liu, Zeyu Shang et al.
1662. **[Multi-Drafter Speculative Decoding with Alignment Feedback ↗](https://aclanthology.org/2026.findings-acl.1629/)**Taehyeon Kim, Hojung Jung, Se-Young Yun
1663. **[Multi-Faceted Self-Consistent Preference Alignment for Query Rewriting in Conversational Search ↗](https://aclanthology.org/2026.findings-acl.638/)**Zhiyu Cao, Peifeng Li, Qiaoming Zhu
1664. **[Multi-Hall-SA: A Cross-lingual Benchmark for Multi-Type Hallucination Detection in Low-Resource South African Languages ↗](https://aclanthology.org/2026.findings-eacl.330/)**Sello Ralethe, Jan Buys
1665. **[Multi-Hop Knowledge Editing via Critic-Guided Multi-Agent Reasoning ↗](https://aclanthology.org/2026.findings-acl.853/)**Xudong Li, Yuhang Tian, Dandan Song et al.
1666. **[Multi-Scale Spectral Selection and Entropy-Guided Uncertainty Fusion for Multimodal Rumor Detection ↗](https://aclanthology.org/2026.findings-acl.55/)**Zongliang Han, Wenyu Guo, Guoqing Jin et al.
1667. **[Multi-lingual Functional Evaluation for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1731/)**Victor Ojewale, Inioluwa Deborah Raji, Suresh Venkatasubramanian
1668. **[MultiCW: A Large-Scale Balanced Benchmark Dataset for Training Robust Check-Worthiness Detection Models ↗](https://aclanthology.org/2026.findings-eacl.194/)**Martin Hyben, Sebastian Kula, Jan Cegin et al.
1669. **[MultiCodeAttack: Iterative Jailbreak Attacking on LLMs with Multi-Code Prompt Injection ↗](https://aclanthology.org/2026.findings-acl.721/)**Weifeng Sun, Meng Yan, Zhou Yang et al.
1670. **[MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning ↗](https://aclanthology.org/2026.findings-acl.1646/)**Yimin Deng, Zhenxi Lin, Yejing Wang et al.
1671. **[Multilingual Refusal Alignment for Safer Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1537/)**Aleksandra Krasnodębska, Wojciech Kusa, Aldo Lipani
1672. **[Multilingual Self-Taught Faithfulness Evaluators ↗](https://aclanthology.org/2026.findings-eacl.266/)**Carlo Alfano, Aymen Al Marjani, Zeno Jonke et al.
1673. **[Multilingual Tokenization through the Lens of Indian Languages: Challenges and Insights ↗](https://aclanthology.org/2026.findings-acl.1632/)**Maharaj Brahma, N J Karthika, Rajat Verma et al.
1674. **[Multilingual-To-Multimodal (M2M): Unlocking New Languages with Monolingual Text ↗](https://aclanthology.org/2026.findings-eacl.143/)**Piyush Singh Pasi
1675. **[Multimodal Chemical Structure-Text Coreference in Intellectual Property via Rule-guided Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.1489/)**Hanmeng Zhong, Wentao Wu, Linqing Chen et al.
1676. **[Multimodal Dual-Path Decoding for Medical Report Generation ↗](https://aclanthology.org/2026.findings-acl.1997/)**Jinghan Sun, Dong Wei, Zhihong Zhu et al.
1677. **[Multimodal In-context Learning for ASR of Low-resource Languages ↗](https://aclanthology.org/2026.findings-acl.1239/)**Zhaolin Li, Jan Niehues
1678. **[Multimodal Item Scoring for Natural Language Recommendation via Gaussian Process Regression with LLM Relevance Judgments ↗](https://aclanthology.org/2026.findings-acl.1836/)**Yifan Simon Liu, Qianfeng Wen, Jiazhou Liang et al.
1679. **[Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks ↗](https://aclanthology.org/2026.findings-acl.1379/)**Nobin Sarwar, Shubhashis Roy Dipta, Zheyuan Liu et al.
1680. **[Multiplication in Multimodal LLMs: Computation with Text, Image, and Audio Inputs ↗](https://aclanthology.org/2026.findings-acl.2025/)**Samuel Gideon Balter, Ethan Jerzak, Connor Thomas Jerzak
1681. **[Muse: Towards Reproducible Long-Form Song Generation with Fine-Grained Style Control ↗](https://aclanthology.org/2026.findings-acl.1129/)**Changhao Jiang, Jiahao Chen, Zhenghao Xiang et al.
1682. **[Music Audio-Visual Question Answering Requires Specialized Multimodal Designs ↗](https://aclanthology.org/2026.findings-acl.69/)**Wenhao You, Xingjian Diao, Wenjun Huang et al.
1683. **[N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization ↗](https://aclanthology.org/2026.findings-acl.1443/)**Xukun Zhu, Hang Yu, Peng Di et al.
1684. **[NASH: Numerically Aware Scoring Heuristic for Robust Semantic Similarity ↗](https://aclanthology.org/2026.findings-acl.1119/)**Yu-Shiang Huang, Yun-Yu Lee, Tzu-Hsin Chou et al.
1685. **[NEAT: Neuron-Based Early Exit for Large Reasoning Models ↗](https://aclanthology.org/2026.findings-acl.1231/)**Kang Liu, YongKang Liu, Xiaocui Yang et al.
1686. **[NITI: Neural Plan Concretization for Incremental Execution, Bridging and Trigger Inference from Underspecified Human Policies](https://md.research.elamur.ai/free/en/papers/banerjee-2026-niti-neural-plan-concretization-incremental/)**Ayan Banerjee, Shomrik Barua Banerjee, Sandeep Gupta*our summary*
1687. **[NLP Privacy Risk Identification in Social Media (NLP-PRISM): A Survey ↗](https://aclanthology.org/2026.findings-eacl.78/)**Dhiman Goswami, Jai Kruthunz Naveen Kumar, Sanchari Das
1688. **[NSF-CoT: Neuro-Symbolic Formal Verification of Chain-of-Thought Faithfulness in Contextual Question Answering ↗](https://aclanthology.org/2026.findings-acl.516/)**Vishal Pramanik, Maisha Maliha, Nathaniel D. Bastian et al.
1689. **[Nash-Pruned CredMAS: Dynamic Panel Pruning for VLM-MAS using Nash-based Selection and Doubly-Robust Credits ↗](https://aclanthology.org/2026.findings-acl.1975/)**Yijia Fan, Mingyu Liu, Jing Yang et al.
1690. **[Navigating Large-Scale Document Collections: MuDABench for Multi-Document Analytical QA ↗](https://aclanthology.org/2026.findings-acl.341/)**Zhanli Li, Yixuan Cao, Lvzhou Luo et al.
1691. **[Navigating the Alignment-Calibration Trade-off: A Pareto-Superior Frontier via Model Merging ↗](https://aclanthology.org/2026.findings-acl.2104/)**Tiancheng Hu, Benjamin Minixhofer, Nigel Collier
1692. **[NeedleChain: Measuring Intact Context Comprehension Capability of Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1637/)**Hyeonseok Moon, Heuiseok Lim
1693. **[Negative Sampling Techniques in Dense Retrieval: A Survey ↗](https://aclanthology.org/2026.findings-eacl.157/)**Laurin Wischounig, Abdelrahman Abdallah, Adam Jatowt
1694. **[NeoAraBERT: A Modern Foundation Model for Arabic Embeddings with Diacritics-Aware Tokenization and POS-Targeted Masking ↗](https://aclanthology.org/2026.findings-acl.1293/)**Chadi Abou Chakra, Hadi Khaled Hamoud, Osama Rakan Al Mraikhat et al.
1695. **[NeuRAG: End-to-End Neural Knowledge Augmentation via Hyper-Neurons ↗](https://aclanthology.org/2026.findings-acl.1516/)**Liwei Zheng, Xuemin Liu, Jie Liu
1696. **[Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1149/)**Guoming Ling, Zhongzhan Huang, Yupei Lin et al.
1697. **[Neural Induction of Finite-State Transducers ↗](https://aclanthology.org/2026.findings-acl.1411/)**Michael Ginn, Alexis Palmer, Mans Hulden
1698. **[NeuroSym-Cal: Bridging the Reasoning-Execution Gap in Code Generation via Hierarchical Calibration ↗](https://aclanthology.org/2026.findings-acl.305/)**Peiyang Liu, Yining Wang, Youru Li et al.
1699. **[Neuronal Insights into LLM Attacks: Targeted Neuron Tuning for Precise and Robust Vulnerability Patching ↗](https://aclanthology.org/2026.findings-acl.1719/)**Dan Shi, Renren Jin, Zhuowen Han et al.
1700. **[New Compendium of a Myriad of Plants: A New Dataset Describing Ancient Chinese Plants ↗](https://aclanthology.org/2026.findings-acl.73/)**Xiaobin Shen, Zhongqing Wang, Shichen Li et al.

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