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2022–2026 LIVE

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Natural Language Processing

2026 · 2,222 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2026 · ACL
MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge
Sua Lee, Sanghee Park, Jinbae Im
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks
Hyeonjeong Ha, Qiusi Zhan, Jeonghwan Kim, Dimitrios Bralios, Saikrishna Sanniboina, Nanyun Peng, Kai-Wei Chang, Daniel Kang, Heng Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection
Weihai Lu, Zhejun Zhao, Yanshu Li, Huan He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation
Weihua Zheng, Zhengyuan Liu, Tanmoy Chakraborty, Weiwen Xu, Xiaoxue Gao, Bryan Chen Zhengyu Tan, Bowei Zou, Chang Liu, Yujia Hu, Xing Xie, Xiaoyuan Yi, Jing Yao, Chaojun Wang, Long Li, Rui Liu, Huiyao Liu, Koji Inoue, Ryuichi Sumida, Tatsuya Kawahara, Fan Xu, Lingyu Ye, Wei Tian, Dongjun Kim, Jimin Jung, Jaehyung Seo, Nadya Yuki Wangsajaya, Pham Minh Duc, Ojasva Saxena, Palash Nandi, Xiyan Tao, Wiwik Karlina, Tuan Luong, Keertana Arun Vasan, Roy Ka-Wei Lee, Nancy F. Chen
Natural Language Processing
日本大学: 京都大学
2026 · ACL
MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training
Biao Wu, Yutong Xie, Zeyu Zhang, Vu Minh Hieu Phan, Qi Chen, Ling Chen, Qi Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models
Yang Shi, Yifeng Xie, Minzhe Guo, Liangsi Lu, Mingxuan Huang, Jingchao Wang, Zhihong Zhu, Boyan Xu, Zhiqi Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MMSciCode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding
Xue Xia, Zheyuan Yang, Arman Cohan, Yilun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MMSearch-R1: Incentivizing LMMs to Search
Jinming Wu, Zihao Deng, Wei Li, Yiding Liu, Bo You, Bo Li, Zejun MA, Ziwei Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MMTutorBench: The First Multimodal Benchmark for AI Math Tutoring
Tengchao Yang, Sichen Guo, Mengzhao Jia, Jiaming Su, Yuanyang Liu, Zhihan Zhang, Meng Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MOA: Multi-Objective Alignment for Role-Playing Agents
Chonghua Liao, Ke Wang, Yuchuan Wu, Ruoran Li, Fei Huang, Yongbin Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MONETA: Multimodal Industry Classification through Geographic Information with Multi Agent Systems
Arda Yüksel, Gabriel Thiem, Susanne Walter, Patrick Felka, Gabriela Alves Werb, Ivan Habernal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MORPHOGEN: A Multilingual Benchmark for Evaluating Gender-Aware Morphological Generation
Mehul Agarwal, Aditya Aggarwal, Arnav Goel, Medha Hira, Anubha Gupta
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MPBoCo: Multimodal Prompt-based Boundary-enhanced Continual Framework for Joint Entity and Relation Extraction
Guanglu Sun, Xinyu Liu, Lili Liang, Yang Yu, Fei Lang, Suxia Zhu, Ming Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents
Ruihan Chen, Qiming Li, Xiaocheng Feng, Weihong Zhong, Xiaoliang Yang, Yuxuan Gu, Zekun Zhou, Yunfei Lu, Haoyu Ren, Kun Chen, Dandan Tu, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MQM Re-Annotation: A Technique for Collaborative Evaluation of Machine Translation
Parker Riley, Daniel Deutsch, Mara Finkelstein, Colten DiIanni, Juraj Juraska, Markus Freitag
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs
Xiangyu Zhao, Wanghan Xu, Bo Liu, Yuhao Zhou, Fenghua Ling, Ben Fei, Xiaoyu Yue, Lei Bai, Wenlong Zhang, Xiao-Ming Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MSMO-ABSA: Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis
Chengyan Wu, Bolei Ma, Ningyuan Deng, He Yanqing, Yun Xue, Liu Xiaoyong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation
Pham Khanh Chi, Quoc Phong Dao, Thuat Nguyen, Linh Ngo Van, Trung Le, Thanh Hong Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MTA:A Merge-then-Adapt Framework for Personalized Large Language Models
Xiaopeng Li, Yuanjin Zheng, Wanyu Wang, Wenlin Zhang, Pengyue Jia, Yingyi Zhang, Haiying He, Mengyang Ma, Yiqi Wang, Maolin Wang, Xuetao Wei, Xiangyu Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MTAVG-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video Generation
Yanghao Zhou, Haitian Li, Rexar Lin, Heyan Huang, Jinxing Zhou, Changsen Yuan, Tian Lan, Ziqin Zhou, Yudong Li, Jiajun Xu, Jingyun Liao, YiMing Cheng, Xuefeng Chen, Xian-Ling Mao, Yousheng Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation
Xiaoyuan Li, Keqin Bao, Yubo Ma, Moxin Li, Wenjie Wang, Rui Men, Yichang Zhang, Fuli Feng, Dayiheng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks
Junhao Ruan, Abudukeyumu Abudula, Bei Li, Yongjing Yin, Xinyu Liu, Kechen Jiao, Xin Chen, Jingang Wang, Xunliang Cai, Tong Xiao, JingBo Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MTRouter: Cost-Aware Multi-Turn LLM Routing with History–Model Joint Embeddings
Yiqun Zhang, Hao Li, Zihan Wang, Shi Feng, Xiaocui Yang, Daling Wang, Bo Zhang, Lei Bai, Shuyue Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MTSQL-R1: Towards Long-Horizon Multi-Turn Text-to-SQL via Agentic Training
Taicheng Guo, Hai Wang, Chaochun Liu, Mohsen Golalikhani, Xin Chen, Xiangliang Zhang, Chandan K. Reddy
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MT^{3}: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation
Zhaopeng Feng, Yupu Liang, Shaosheng Cao, Jiayuan Su, Jiahan Ren, Zhijie Zhou, Wenxuan Huang, Jian Wu, Zuozhu Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MUR: Momentum Uncertainty guided Reasoning for Large Language Models
Hang Yan, Fangzhi Xu, Rongman Xu, Yifei Li, Jian Zhang, Haoran Luo, Xiaobao Wu, Anh Tuan Luu, Haiteng Zhao, Qika Lin, Jun Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
Fuwen Luo, Shengfeng Lou, Chi Chen, Ziyue Wang, Chenliang Li, Weizhou Shen, Jiyue Guo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MUTANT: A Recipe for Multilingual Tokenizer Design
Souvik Rana, Ashish Kulkarni, Arul Menezes, Chandra Khatri, Shubham Agarwal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MVP: Enhancing Video Large Language Models via Self-supervised Masked Video Prediction
Xiaokun Sun, Zezhong Wu, Zewen Ding, Linli Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
M^2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation
Hao Wang, Linlong Xu, Heng Liu, Yangyang Liu, Xiaohu Zhao, Bo Zeng, Liangying Shao, Yichen Dong, Xinwei Wu, Jiang Zhou, Tianyu Dong, Xiangxiang Zeng, Longyue Wang, Weihua Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
M^3-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering
Jiatong Ma, Longteng Guo, Yuchen Liu, Zijia Zhao, Dongze Hao, Xuanxu Lin, Jing Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MaDS: Long-Horizon GUI Automation via Synergizing Dual-Layer Memory and Multi-Round Debate
Pengchen Chen, Shi Chen, Qiming Ye, Xinli Chen, Xinran Li, Wei Xiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling
Alaa Elsetohy, Sama Hadhoud, Haryo Akbarianto Wibowo, Chenxi Whitehouse, Genta Indra Winata, Fajri Koto, Alham Fikri Aji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MagicBench: Diagnosing Visual Agency Loss and Semantic Dependency in Multimodal LLMs
Tang Da Huang, Weidong Tang, Wen Qi Xu, Xianpeng Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Make LLMs See Like Investigators, Not Just Think More: The Role of Structured Analysis in Investigative Reasoning
Jaewook Lee, Myeong-Cheol Kang, Jong-hun Shin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Make Mechanistic Interpretability Auditable: A Call to Develop Guidelines via Continuous Collaborative Reviewing
Michael Lan, Narmeen Fatimah Oozeer, Chaithanya Bandi, Philip Quirke, Austin Meek, Fazl Barez, Amir Abdullah
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Making Large Language Models Efficient Dense Retrievers
Yibin Lei, Shwai He, Ang Li, Andrew Yates
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MalruleLib: Large-Scale Executable Misconception Reasoning with Step Traces for Modeling Student Thinking in Mathematics
Xinghe Chen, Naiming Liu, Shashank Sonkar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mango: Multi-Agent Web Navigation via Global-View Optimization
Weixi Tong, Yifeng Di, Tianyi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Map of Encoders – Mapping Sentence Encoders using Quantum Relative Entropy
Gaifan Zhang, Danushka Bollegala
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mapping the Circumplex of Affect: Geometric Analysis of Emotion Representations via Hyperspherical Contrastive Learning
Yusuke Yamauchi, Akiko Aizawa
Natural Language Processing
日本大学: 東京大学
2026 · ACL
Market-Bench: Benchmarking Large Language Models on Economic and Trade Competition
Yushuo Zheng, Huiyu Duan, Zicheng Zhang, Yucheng Zhu, Xiongkuo Min, Guangtao Zhai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Markovian Linguistic-Temporal Bridge: Unlocking the Potential of LLMs for Time Series Forecasting
Siming Sun, Kai Zhang, Xuejun Jiang, Wenchao Meng, Qinmin Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mask-to-Correct^+: Leveraging Retriever Diversity for Masking-guided Faithful Fact Correction
Payel Santra, Lavisha Sharma, Madhusudan Ghosh, Partha Basuchowdhuri
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Masked by Consensus: Disentangling Privileged Knowledge in LLM Correctness
Tomer Ashuach, Shai Gretz, Yoav Katz, Yonatan Belinkov, Liat Ein-Dor
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Massively Multilingual Joint Segmentation and Glossing
Michael Ginn, Lindia Tjuatja, Enora Rice, Ali Marashian, Maria Valentini, Jasmine Xu, Graham Neubig, Alexis Palmer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching
Changle Qu, Sunhao Dai, Hengyi Cai, Jun Xu, Shuaiqiang Wang, Dawei Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning
Weikang Shi, Aldrich Yu, Rongyao Fang, Houxing Ren, Ke Wang, Aojun Zhou, Changyao Tian, Xinyu Fu, Yuxuan Hu, Zimu Lu, Linjiang Huang, Si Liu, Rui Liu, Hongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems
Shuhang Chen, Hangjie Yuan, Yunqiu Xu, Pengwei Liu, Tao Feng, Jun Cen, Zeying Huang, Yi Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MathSight: A Benchmark Exploring Have Vision-Language Models Really Seen in University-Level Mathematical Reasoning?
Yuandong Wang, Yao Cui, Yuxin Zhao, Zhen Yang, Yangfu Zhu, Zhenzhou Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models
Dadi Guo, Jiayu Liu, Zhiyuan Fan, Zhitao He, Haoran Li, Yuxin Li, Yumeng Wang, Yi R. Fung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MauBERT: Universal Phonetic Inductive Biases for Few-Shot Acoustic Units Discovery
Angelo Ortiz Tandazo, Manel Khentout, Youssef Benchekroun, Thomas Hueber, Emmanuel Dupoux
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MavenCoder: Competitive Code Generation via Model Adaptive Planning Strategies and Multi-Perspective Verification Enhancement
ZhenChun Xu, Yi Cai, Dajun Zheng, li Yuan, Mengchen Zhao, Qixiang Wang, Jiexin Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning
Naixin Zhai, Pengyang Shao, Binbin Zheng, Yonghui Yang, Fei Shen, Long Bai, Xun Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MeanAudio: Fast and Faithful Text-to-Audio Generation with Mean Flows
Xiquan Li, Junxi Liu, Yuzhe Liang, Zhikang Niu, Wenxi Chen, Xie Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding
Wenkai Wang, Xiyun Li, Hongcan Guo, Wenhao Yu, Tianqing Fang, Haitao Mi, Dong Yu, Shengyu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Measuring Distribution Shift in User Prompts and Its Effects on LLM Performance
Parker Seegmiller, Sarah Masud Preum
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Measuring Human Contribution in AI-Assisted Content Generation
Yueqi Xie, Tao Qi, Jingwei Yi, Xiyuan Yang, Ryan Whalen, Junming Huang, Qian Ding, Yu Xie, Xing Xie, Fangzhao Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Measuring Social Bias in Vision-Language Models with Face-Only Counterfactuals from Real Photos
Haodong Chen, Qiang Huang, Jiaqi Zhao, Qiuping Jiang, Xiaojun Chang, Jun Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Measuring User’s Mental Models of Speech Translation in Human-AI Collaboration
HyoJung Han, Nishant Balepur, Jordan Lee Boyd-Graber, Marine Carpuat
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Measuring What Matters!! Assessing Therapeutic Principles in Mental-Health Conversation
Abdullah Mazhar, Het Riteshkumar Shah, Aseem Srivastava, Smriti Joshi, Md Shad Akhtar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mechanisms of Prompt-Induced Hallucination in Vision–Language Models
William Rudman, Michal Golovanevsky, Dana Arad, Yonatan Belinkov, Carsten Eickhoff, Ritambhara Singh, Kyle Mahowald
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders
Xiangchen Song, Aashiq Muhamed, Yujia Zheng, Lingjing Kong, Zeyu Tang, Mona T. Diab, Virginia Smith, Kun Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MedEinst: Benchmarking the Einstellung Effect in Medical LLMs through Counterfactual Differential Diagnosis
Wenting Chen, Guolin Huang, Wenxuan Wang, Zhongrui Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MedForge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning
Zhihui Chen, Kai He, Qingyuan Lei, Bin Pu, Jian Zhang, Yuling Xu, Mengling Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration
Yakun Zhu, Yutong Huang, Shengqian Qin, Zhongzhen Huang, Shaoting Zhang, Xiaofan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution
Jianwen Chen, Xinyu Yang, Peng Xia, Arian Azarang, Yueh Z Lee, Gang Li, Hongtu Zhu, Yun Li, Beidi Chen, Huaxiu Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs
Zhan Qu, Michael Färber
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mediocrity is the key for LLM as a Judge Anchor Selection
Shachar Don-Yehiya, Asaf Yehudai, Leshem Choshen, Omri Abend
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences
Zizhen Li, Chuanhao Li, Yibin Wang, Jianwen Sun, Yukang Feng, Jiaxin Ai, Fanrui Zhang, Mingzhu Sun, Yifei Huang, Kaipeng Zhang
Natural Language Processing
日本大学: 東京大学
2026 · ACL
MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation
Chi-Hsiang Hsiao, Yi-Cheng Wang, Tzung-Sheng Lin, Yi-Ren Yeh, Chu-song Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents
Yuanchen Bei, Tianxin Wei, Xuying Ning, Yanjun Zhao, Zhining Liu, Xiao Lin, Yada Zhu, Hendrik Hamann, Jingrui He, Hanghang Tong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents
Yiting Shen, Kun Li, Wei Zhou, Songlin Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards
Zhiyu Shen, Ziming Wu, Fuming Lai, Shaobing Lian, Yanghui Rao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MemCoRL: Alternating Co-Optimization of Memory Retrieval and Utilization via Collaborative Reinforcement Learning
Yuewen Liu, Peng Xu, Muxi Diao, Anyi Zhang, Yang Li, Yutong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MemRec: Collaborative Memory-Augmented Agentic Recommender System
Weixin Chen, Yuhan Zhao, Jingyuan Huang, Zihe Ye, Mingxuan Ju, Tong Zhao, Neil Shah, Li Chen, Yongfeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MemSearch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search
Sheng Zhang, Junyi Li, Yingyi Zhang, Pengyue Jia, Yichao Wang, Xiaowei Qian, Wenlin Zhang, Maolin Wang, Yong Liu, Xiangyu Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mem^2Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation
Zihao Cheng, Zeming Liu, Yingyu Shan, Xinyi Wang, Xiangrong Zhu, Yunpu Ma, Hongru Wang, Yuhang Guo, Wei Lin, Yunhong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs
Yihua Zhu, Qianying Liu, Jiaxin Wang, Fei Cheng, Chaoran Liu, Akiko Aizawa, Sadao Kurohashi, Hidetoshi Shimodaira
Natural Language Processing
日本大学: 京都大学
2026 · ACL
Memory efficiency and resource-rational encoding in sentence processing
Weijie Xu, Brian Dillon, Richard Futrell
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data
FengXian Dong, Zhi Zheng, Xiao Han, Wei Chen, Jingqing Ruan, Tong Xu, Yong Chen, Enhong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
Sikuan Yan, Xiufeng Yang, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma, Jinhe Bi, Kristian Kersting, Jeff Z. Pan, Hinrich Schuetze, Volker Tresp, Yunpu Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MentalSeek-Dx: Towards Progressive Hypothetico-Deductive Reasoning for Real-world Psychiatric Diagnosis
Xiao Sun, Ymyang, Xinyi Jiang, Yu Tian, Junnan Zhu, Jiang Zhong, Qin Lei, Jingwang Huang, Haoyang Zeng, Xinyu Zhou, Xin Xiao, Kaiwen Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Merging Triggers, Breaking Backdoors: Defensive Poisoning for Instruction-Tuned Language Models
San Kim, Gary Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Merlin’s Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting
Heming Xia, Cunxiao Du, Rui Li, Chak Tou Leong, Yongqi Li, Wenjie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MessToClean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images
Jiayi Tuo, Cheng Tang, Zihan Wang, Chenyue Zhou, Yao Li, Yanbiao Ma, Chao Wang, Wei Dai, Mingxuan Wang, Shitong Qin, Ziwei Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MetFuse: Figurative Fusion between Metonymy and Metaphor
Saptarshi Ghosh, Tianyu Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MetaBench: A Multi-task Benchmark for Assessing LLMs in Metabolomics
Yuxing Lu, Xukai Zhao, J. Ben Tamo, Micky C. Nnamdi, Rui Peng, Shuang Zeng, Xingyu Hu, Jinzhuo Wang, May Dongmei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Metaphor Reasoning is Meta-reasoning
Qianyu He, Junting Lu, Yikai Zhang, Siyu Yuan, Xiaojun Meng, Jiansheng Wei, Jiaqing Liang, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MicroC-KT: Modeling Community Effect via Learning Micro-Environment for Evidence-Grounded Explainable Knowledge Tracing
Zhiyi Duan, Zixing Shi, Bing Jia, Qi Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Min-k Sampling: Decoupling Truncation from Temperature Scaling via Relative Logit Dynamics
Yuanhao Ding, Meimingwei Li, Esteban Garces Arias, Matthias Aßenmacher, Christian Heumann, Chongsheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mind Reader: Latent User Demand-Guided Content Optimization for Generative Search Engine
Tong Chen, JiaWei Guo, Yuxi Li, Baiming Chen, Houxing Ren, Zhang Zhiwei, Yunxiang Zhang, Hanyang Xia, Kun Liang, Zhaoran Fan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mind the (DH) Gap! A Contrast in Risky Choices Between Reasoning and Conversational LLMs
Luise Ge, Yongyan Zhang, Yevgeniy Vorobeychik
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models
Binchi Zhang, Xujiang Zhao, Jundong Li, Haifeng Chen, Zhengzhang Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mind the Pause: Disfluency-Aware Objective Tuning for Multilingual Speech Correction with LLMs
Deepak Kumar, Baban Gain, Asif Ekbal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mind’s Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs
Rohit Sinha, Aditya Sanjiv Kanade, Sai Srinivas Kancheti, Vineeth N. Balasubramanian, Tanuja Ganu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models
Shuyang Jiang, Yuhao Wang, Ya Zhang, Yanfeng Wang, Yu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MiniRAG: A Lightweight RAG system with Small Language Models
Tianyu Fan, Jingyuan Wang, Xubin Ren, Chao Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Minimal Free Resolution Guided Adaptive Tree Reasoning
Dezhao Tang, Meihan Liu, Yulai Tong, Guan Yuan, Qiuyan Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MirageBackdoor: A Stealthy Attack that Induces Think-Well-Answer-Wrong Reasoning
Yizhe Zeng, Wei Zhang, Yunpeng Li, Juxin Xiao, Xiao Wang, Yuling Liu
Natural Language Processing
日本大学: 関与なし（対象大学）