EMNLP

2022–2026 LIVE

著者一覧 · 国際会議 · 大学ランキング

EMNLP 公式サイト ↗

Natural Language Processing

2026 · 2,627 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 · EMNLP
MangaFlow: An End-to-End Agentic Framework for Controllable Story to Manga Generation
Muyao Wang, Zeke Xie, Yanhao Chen, Lixin Xiu, Hideki Nakayama
Natural Language Processing
日本大学: 東京大学
2026 · EMNLP
Manifold Embedding: A Point-to-Hyperplane Approach
Xianglong Shi, Yunhan Jiang, Nicu Sebe, Ziheng Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ManimAgent: Self-Evolving Multimodal Agents for Visual Education
Wenjia Jiang, Zongyuan Cai, Yuanhang Shao, Chenru Wang, Boyan Han, Zhixue Song, Keyu Chen, Shengwei An, Xu Yang, Zhou Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mask-Free Privacy Extraction and Rewriting: A Domain-Aware Approach via Prototype Learning
Xiaodong Li, Yuhua Wang, Qingchen Yu, Zixuan Qin, Yifan Sun, Qinnan Zhang, Hainan Zhang, Zhiming Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Masking Stale Observations Helps Search Agents — Until It Doesn’t: A Regime Map and Its Mechanism
Haoxiang Zhang, Qixin Xu, Zhuofeng Li, Lei Zhang, Pengcheng Jiang, Yu Zhang, Julian McAuley
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MathDebugger: A Benchmark for Type-Aware Error Detection in Synthetic Math Data
Hao Liang, Meiyi Qiang, Yuying Li, Zefeng He, Xiaochen Ma, Ruichuan An, Yongzhen Guo, Zhengzhou Zhu, Bin Cui, Wentao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling
Ning Ding, Fangcheng Liu, Kyungrae Kim, Linji Hao, Kyenghun Lee, Hyeonmok Ko, Yehui Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MeRP: Efficient Multi-Expert Routing Prompt Encoding for Multilingual Translation with LLMs
Fengzhao Fan, Zhenhan Wang, Shengxiang Gao, Cunli Mao, Zhengtao Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Measuring Affinity between Attention-Head Weight Subspaces via the Projection Kernel
Hiroaki Yamagiwa, Yusuke Takase, Hidetoshi Shimodaira
Natural Language Processing
日本大学: 京都大学
2026 · EMNLP
Measuring Data Diversity with Embeddings: A Taxonomy and Benchmark for Diversity Measures
Cantao Su, Anna Wegmann, Esther Ploeger, Dong Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Measuring Source-Resolution Distortion in LLM Output Arbitration: A Source-Bounded Evaluation Framework
Jinning Zhang, Yeqiang Wang, Yulong Zhang, Xuanbo Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Measuring the Behavioral Fidelity of Long-Horizon Human Activity Simulations
Yi Fei Cheng, Fan Yang, Iremsu Bas, Koichiro Niinuma, Narishige Abe, David Lindlbauer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Measuring the Depth of LLM Unlearning via Activation Patching
Jaeung Lee, Dohyun Kim, Jaemin Jo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Measuring, Localizing, and Reducing the AI-Like Writing Style of Post-Trained LLMs
Aniket Anand, Janvijay Singh, Zhewei Sun, Dilek Hakkani-Tür, Nick Feamster
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mechanism Alignment for Socially Embedded Decision Making in LLMs
Jiaxin Liu, Yuhe Wu, Yixuan Xie, Hanzhi Xiao, Zeyu ma, Wenqing GU, Zeheng Xian, Guang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mechanism Shift During Post-training from Autoregressive to Masked Diffusion Language Models
Injin Kong, Hyoungjoon Lee, Yohan Jo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mechanistic Diagnostics of Spatial Lexical Bias in Multimodal Large Language Model Spatial Reasoning
Chuang Ma, Qianying Liu, Tomoyuki Obuchi, Fei Cheng, Wang Yang, Sudong Cai, Shuyuan Zheng, Akiko Aizawa, Sadao Kurohashi
Natural Language Processing
日本大学: 京都大学 / 大阪大学 / 東京大学
2026 · EMNLP
Med-R2: An Adversarial Benchmark for Evidence-Grounded Reasoning in Medical VLMs
Wen MA, Fucheng Niu, Zhiting Fan, Zikai Xiao, Jiaxiang Liu, Zuozhu Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MedF^2Route: Evidence-Routed Graph Verification for Hallucination Detection in Clinical LVLMs
Xiao Song, Ruiying Chen, Haonan Qin, Jianyuan Huang, Yuqi Fang, Caifeng Shan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning
Suhao Yu, Haojin Wang, Juncheng Wu, Luyang Luo, Jingshen Wang, Cihang Xie, Pranav Rajpurkar, Carl Yang, Yang Yang, Kang Wang, Yannan Yu, Yuyin Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multi-modal Medical Data
Zhenghao Zhu, Chuxue Cao, Yuanfeng Song, Xing Chen, Caleb Chen Cao, Sirui Han, Yike Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MedPriv-Bench: Benchmarking the Privacy-Utility Trade-off of Large Language Models in Medical Open-Ended Question Answering
Shaowei Guan, Zhai Yu, Hin-Chi Kwok, Jiawei Du, Xinyu Feng, Jing Li, Jing Qin, Vivian Hui
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MedQA-MM: Shortcuts Behind Medical Visual Reasoning
Benlu Wang, Yifan Zhang, Jiaqing Yu, Chin Siang Ong, Juncheng Huang, Zhuohao Li, Zhenyu Zhang, Arman Cohan, Hong yu, Zonghai Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MedRoundsQA: A Persona and Difficulty Aware Evaluation for Multi-Turn Medical Consultations
Youssef Mohamed, Ahmed Heakl, Qinrong Cui, Junhong Liang, Rafiq Ali, Bdour Babillie, Nazira Dunbayeva, Lang Gao, Omar Hussein, Ahmed Nada, Ahmed Mohamed Magdy Mohamed, Jinghui Liu, Salman Khan, Imran Razzak, Yuxia Wang, Xiuying Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MedSNIP: Building and Benchmarking Snippet-Level Granularity for Medical Fact Verification
Hasan Iqbal, Sarfraz Ahmad, Hyunjae Kim, Sihyeon Park, Junjie Liao, Qingyu Chen, Preslav Nakov, Yuxia Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MedSPA: Self-planning Medical Agents
Luu Van Huy, Bowen Wang, Fumio Okura, Yuta Nakashima
Natural Language Processing
日本大学: 大阪大学
2026 · EMNLP
MedVision: Benchmarking Quantitative Medical Image Analysis
Yongcheng Yao, Yongshuo Zong, Raman Dutt, Yongxin Yang, Sotirios A. Tsaftaris, Timothy Hospedales
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Medical Bilingualism: Cross-Ontology Graph Retrieval for Incommensurable Knowledge Bases
Zixuan Wang, Ke Lu, Zihan Wang, Junwei Lei, Junhao Dong, Jinyu Guo, Chaomeng Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Meerkat2: Bridging Global Reasoning and Local Knowledge for Efficient Medical AI
Jungwoo Park, Hyeongsoon Hwang, Sanghoon Lee, Jaewoo Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MeetingToM: Evaluating Multimodal LLMs on Theory-of-Mind Reasoning in Multi-Party Meetings
Ziyi Wang, Yuhang Wu, Dongxu Piao, Xingyu Liu, Tianhui Zhou, Miao Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MelonBench: A Benchmark for Coded Entity Resolution over Noisy Web Evidence
Zhishan Lin, Jingxiao Li, Yanbing Zhang, Ziyan Liu, Yuqing Shao, Yunfei Tong, Ganghao Liu, Qian Zhang, Zhe Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MemDefrag: Latent Memory Defragmentation for Large Language Models
Ruiyi Yan, Zhuoyuan Mao, Steven Y. Guo
Natural Language Processing
日本大学: 京都大学
2026 · EMNLP
MemDreamer: Decoupling Perception and Reasoning for Long Video Understanding via Agentic Hierarchical Graph Memory
Cong Chen, Guo Gan, Kaixiang Ji, Zhaoyang Zhang, Zhen Yang, Guangming Yao, Hao Chen, Jingdong Chen, Yi Yuan, Chunhua Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MemGuard: Persisting Verifier Signals for LLM-Agent Memory Governance
Haoyu Wang, Guangyuan Dong, Liang He, Zijing Zhang, Jiachen Luo, Chao Xue, Chuang Liu, Hao Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution
Minhua Lin, Zhiwei Zhang, Hanqing Lu, Hui Liu, Xianfeng Tang, Qi He, Xiang Zhang, Suhang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MemPro: Agentic Memory Systems as Evolvable Programs
Qingshan Liu, Guoqing Wang, Wen Wu, Jingqi Huang, Xinqi Tao, Dejia Song, Jie Zhou, Liang He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MemUse: Moving Memory Evaluation from Direct QA to Natural Integration in Long-Term Human-AI Conversation
Ryuichi Sumida, Koji Inoue, Tatsuya Kawahara
Natural Language Processing
日本大学: 京都大学
2026 · EMNLP
MemWM: Memory-Augmented Text-Based World Model
Yujun Wang, Tao Zhang, Jinhe Bi, Aniri, Wenxuan Ye, Boliang Liu, Sikuan Yan, Shuning Wang, Xuebing Zhou, Soren Pirk, Hinrich Schuetze, Yunpu Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Membrane: A Self-Evolving Contrastive Safety Memory for LLM Agent Defense
Minseok Choi, Seungbin Yang, Dongjin Kim, Subin Kim, Jungmin Son, Yunseung Lee, Jaegul Choo, Youngjun Kwak
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MemeArgs: Vision-Language Argument Mining in Persuasive Memes
Khoi P. N. Nguyen, Trung N. Nguyen, Terrence Li, Teerth Patel, Vincent Ng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MemeLens: Multilingual Multitask VLMs for Memes
Ali Ezzat Shahroor, Mohamed Bayan Kmainasi, Abul Hasnat, Dimitar Iliyanov Dimitrov, Giovanni Da San Martino, Preslav Nakov, Firoj Alam
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MemeScope: Probing and Causally Localizing Pragmatic Inference in LVLM Meme Understanding
Tongguan Wang, You Wu, Yuling Zhou, Siyuan Chen, Junkai Li, Feiyue Xue, Wei Chen, Hui Liu, Xiqiao Ba, Ying Sha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents
Kangsan Kim, Minki Kang, Taeil Kim, Yanlai Yang, Mengye Ren, Sung Ju Hwang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MemoryCard: Topic-Aware Multi-Modal Clue Compression for Long-Video Question Answering
Qing Yang, Pengcheng Huang, Xinze Li, Zhenghao Liu, Yukun Yan, Yu Gu, Ge Yu, Gang Li, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MemoryForge: Synthesize Lifelong Memory for Human-Like LLM Agents
Bohan Tang, Steven Y. Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MemoryRewardBench: Benchmarking Reward Models for Long-Term Memory Management in Large Language Models
Zecheng Tang, Baibei Ji, Ruoxi Sun, Haitian Wang, Juntao Li, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MessageSieve: Runtime Message Pruning for Accurate and Efficient LLM-Based Multi-Agent Communication
Nianhao You, Yubo Dong, Jun Wang, Hehe Fan, Yi Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Messier: A High-Resolution Corpus for Cross-Benchmark Agent Evaluation
Stefan Krsteski, Charlotte Meyer, Guillaume Allegre, Tony O’Halloran, Alexandre Sallinen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Meta-Prompt Optimization for LLM-Based Sequential Decision Making
Mingze Kong, Zhiyong Wang, Yao Shu, Zhongxiang Dai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MetaBench: Benchmarking Two-Stage Reranking and Top-N Screening for Meta-Analyses
Yining Huang, Keke Tang, Meilian Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MetaCaster: Meta-Harness-Optimized Agent for End-to-End Few-Shot Learning of Lightweight Time Series Forecasters
ChengAo Shen, Wenchao Yu, Fangyu Wu, Dongjin Song, Hanghang Tong, Dongsheng Luo, Wei Cheng, Haifeng Chen, Jingchao Ni
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MetaRAG: Belief-Action Aligned Policy Optimization for Agentic RAG
Qiuyi Qi, Tian Liang, Jiamu Wang, Jinjian Zhang, Wei Zhou, Pengcheng Zhu, Linjian Mo, Ming Kong, Jie Liu, Qiang Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Metonymic Circuits for Abstract Concept Grounding in Vision Transformers
Jing Ding, Ziqiao Ma, Jiayuan Mao, Joyce Chai, Freda Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MiRD: Reliable Set-Valued Prediction for Open-Ended Question Answering via Miscoverage Risk Decomposition
Anqi Hu, Zijun Jia, Zhiyuan Wang, Bo Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MiST: Mid-Training LLMs for Cybersecurity
Oded Ovadia, Elad Ben Zaken, Elad Guttman, Orly Moreno Kadosh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Micro Language Models Enable Instant Responses
Wen Cheng, Tuochao Chen, Karim Helwani, Sriram Srinivasan, Luke Zettlemoyer, Shyamnath Gollakota
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MigrationNarrate: A Dataset for Detection of Migration Narratives in YouTube Videos
Fatima Haouari, Carolina Scarton, Kalina Bontcheva
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mimir: Large-Scale Multilingual Concept Modeling
Elio Musacchio, Lucia Siciliani, Pierpaolo Basile
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding
Yuqing Li, Jiangnan Li, Zheng Lin, Ziyan Zhou, Junjie Wu, Jie Zhou, Mo Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MineExplorer: Evaluating Open-World Exploration of MLLM Agents in Minecraft
Tianjie Ju, Yueqing Sun, Zheng Wu, Wei Zhang, Yaqi Huo, Xi Su, Xierui Song, Xunliang Cai, Gongshen Liu, Zhuosheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mini-BEHAVIOR-Gran: Revealing U-Shaped Effects of Instruction Granularity on Language-Guided Embodied Agents
Sukai Huang, Chenyuan Zhang, Fucai Ke, Zhixi Cai, Gholamreza Haffari, Lizhen Qu, Hamid Rezatofighi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Minimal Grammars as Supervision for DSL Generation
David Vella Zarb, Geoff Parks, Timoleon Kipouros
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MisconceptionBench: Evaluating LLMs on Science Misconceptions and Student Response Distributions
Ying Zhang, Zhaoji Wang, Chenyu Zhang, Yizhu Gao, Wenchao Ma, Xiaoming Zhai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mitigating False Credit Propagation: Probabilistic Graphical Reward Aggregation for Rubric-Based Reinforcement Learning
Can Lv, Mingju Chen, Heng Chang, Shiji Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mitigating Forgetting Between Supervised and Reinforcement Learning Yields Stronger Reasoners
Xiangchi Yuan, Xiang Chen, Tong Yu, Dachuan Shi, Can Jin, Wenke Lee, Saayan Mitra
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mitigating Hallucination in Vision-Language Models through Barrier-Regulated Adaptive Closed-form Steering
Soumyadeep Jana, Pulkit Mittal, Ranbir Singh Sanasam
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mitigating LLM Over-Refusal via Dynamic Semantic Routing Calibration
Zixuan Wang, Bingjie Zhang, He Zhao, Dandan Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mitigating Memory Interference in Lifelong Model Editing through Multi-Head Hopfield Retrieval
Yue Che, Chen Guoyi, Xijian Deng, Yujie Wu, Jiang Cai, Xuming Ran, Mingkun Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mitigating Model Merging Conflicts via Knowledge-Aware Task Vector Purification
Bang An, Yibo Yang, Philip Torr, Bernard Ghanem
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mitigating Object Hallucination in MLLMs with Global-to-Local Visual Attention Correction
Xingxing Huang, Zhiguo Yang, Jiacheng Pi, Dongsheng Xu, Ruizhi Zhong, Peipei Xu, Wenjie Ruan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mitigating Overthinking via Interleaved System-1/2 Reasoning in Large Language Models
Han Ding, Wei Chen, Fuzhen Zhuang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MoARa: Module-Aware Rank Allocation and Structure-Preserving Decomposition for Low-Rank LLM Pre-training
Keunyoung Kim, Nojun Kwak
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MoCA-Agent: A Market-of-Claims Code Agent for Financial and Numerical Reasoning
Abdelrahman Abdallah, AbdelRahim A. Elmadany, Sameh Al Natour, Hasan Cavusoglu, Adam Jatowt, Muhammad Abdul-Mageed
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MoF: Preference-Aware Mixture Modeling for Black-Box LLM Personalization
Hun Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MoPLEx: Estimating Plackett-Luce Mixture Models for Multi-Objective Alignment
Dongyue Li, Ziniu Zhang, Lu Wang, Hongyang R. Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MobQA: A Benchmark Dataset for Semantic Understanding of Human Mobility Data through Question Answering
Hikaru Asano, Hiroki Ouchi, Akira Kasuga, Ryo Yonetani
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学 / 東京大学
2026 · EMNLP
MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research
Dingbang Wu, Rui Hao, Haiyang Wang, Shuzhe Wu, Han Xiao, Zhenghong Li, Bojiang Zhou, Zheng Ju, Zichen Liu, Lue Fan, Zhaoxiang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MobileWorldBench: Towards Semantic World Modeling For Mobile Agents
Shufan Li, Konstantinos Kallidromitis, Akash Gokul, Yusuke Kato, Kazuki Kozuka, Aditya Grover
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Modality-Specific Gating for Large Audio-Language Models
Zhenni Ren, Juan Wang, Qiuchi Li, Lei Li, Chunxiao Gao, Huaping Zhang, Baohua Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Model Editing for Targeted Translation Error Repair
Danna Zheng, Yang Liu, Zhu Liu, Vimal Bhat, Manoj Aggarwal, Gerard Medioni, Najmeh Sadoughi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Model Interruption Bench: Evaluating Real-Time Error Correction in Full-Duplex Voice Agents
Shih-Yun Shan Kuan, Cheng-Han Chiang, Guan-Ting Lin, Hung-yi Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Modular Representation Steering for Multi-Attribute LLM Alignment
Chaojian Shi, Renhong Huang, Xulan Qiu, Jiawei Zhou, Yunsong Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MolSC: Leveraging Substituent Contributions to Enhance Fine-grained Molecular Understanding in LLMs
Hyuntae Park, Sooyeon Kim, Jiwon Park, SangKeun Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Monkey Jump: MoE-Style PEFT for Efficient Multi-Task Learning
Nusrat Jahan Prottasha, Md Kowsher, Chun-Nam Yu, Chen Chen, Ozlem Garibay
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Mood Matters: How Syntactic Sensitivity Undermines Safety Alignment
Alina Klerings, Jannik Brinkmann, Heiner Stuckenschmidt, Simone Paolo Ponzetto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Moral Lenses, Political Coordinates: Towards Ideological Positioning of Morally Conditioned LLMs
Chenchen Yuan, Bolei Ma, Zheyu Zhang, Bardh Prenkaj, Frauke Kreuter, Gjergji Kasneci
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MoralSteer: Safety-Preserving Fidelity Gains in Morally Complex Role-Playing via Theory-Guided On-Policy Self-Distillation
Shaojie Shi, Teqi Hao, Bohao Lv, Rui Xu, Zhengyu Shi, Xu Yinghui
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
More Computational Resources Do Not Ensure Higher Scholarly Impact: Evidence from Leading NLP Conference Papers
Shuai Chen, Tong Bao, Jitong Peng, Chengzhi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
More Haste, Less Speed: Weaker Single-Layer Watermark Improves Distortion-Free Watermark Ensembles
Ruibo Chen, Yihan Wu, Xuehao Cui, Jingqi Zhang, Heng Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
More Test-Time Compute Can Hurt: Overestimation Bias in LLM Beam Search
Gal Dalal, Assaf Hallak, Gal Chechik, Yftah Ziser
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MosaicAudio: Multi-Teacher On-Policy Distillation for Controllable Video-to-Audio Generation
Huadai Liu, Peiwen Sun, Qian Chen, Wen Wang, Bin Ma, Xiangang Li, Wei Xue
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MulFeRL: Enhancing Reinforcement Learning with Verbal Feedback in a Multi-turn Loop
Xuancheng Li, Haitao Li, Yujia Zhou, Yiqun Liu, Min Zhang, Qingyao Ai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Multi-Agent Evolve: LLM Self-Improve through Co-evolution
Yixing Chen, Yiding Wang, Siqi Zhu, Weixian Xu, Haofei Yu, Tao Feng, Muhan Zhang, Mostofa Patwary, Jiaxuan You
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Multi-Block Diffusion Language Models
Yijie Jin, Jiajun Xu, Yuxuan Liu, Chenkai Xu, Jiajun Li, Kai Yu, Pengfei Liu, Zhijie Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Multi-Expert Conformal Risk Control for Pairwise LLM Judging in Open-Ended Dialogue
Ming Cheng, Yusheng Dai, Qiuhong Ke, Zhaolin Chen, Lizhen Qu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Multi-Faceted Interactivity Alignment in Full-Duplex Speech Models
Atsumoto Ohashi, Neil Zeghidour, Alexandre Défossez, Eugene Kharitonov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Multi-Facility Location Mechanism Design with Large Language Models
Nguyen T Thach, Fei Liu, Houyu Zhou, Hau Chan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Multi-Field Tool Retrieval
Yichen Tang, Weihang Su, Min Zhang, Yiqun Liu, Qingyao Ai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Multi-Level Implicit Discourse Relation Classification via Sequence-Level Reinforcement Learning
Wei Liu, Xiaoyu Shen, Xiyan Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Multi-Source Retrieval and Reasoning for Legal Sentencing Prediction
Junjie Chen, Haitao Li, Qilei Zhang, Zhenghua Li, Ya Zhang, Quan Zhou, Cheng Luo, Yiqun Liu, Min Zhang, Yueyue Wu, Dongsheng Guo, Qingyao Ai
Natural Language Processing
日本大学: 関与なし（対象大学）