EMNLP

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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。

1. 2026 · EMNLP

   WorldLines: Benchmarking and Modeling Long-Horizon Stateful Embodied Agents

   Yehang Zhang, Jianchong Su, Haojian Huang, Yifan Chang, Tianhao Zhou, Xinli Xu, Yingjie Xu, Yinchuan Li, Zexi Li, Ying-Cong Chen

   Natural Language Processing

   日本大学: 関与なし（対象大学）

2. 2026 · EMNLP

   Would you still call this Dax? Novel Visual References in VLMs and Humans

   Ada Defne Tur, Gaurav Kamath, Joyce Chai, Siva Reddy, Benno Krojer

   Natural Language Processing

   日本大学: 関与なし（対象大学）

3. 2026 · EMNLP

   Wrong Prediction, Right Answer: Recovering Evidence from Collapsed LLM Sequence Scores

   Qiyao Yan, Chenpeng Wang, Liangming Pan

   Natural Language Processing

   日本大学: 関与なし（対象大学）

4. 2026 · EMNLP

   X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests

   Jie Wu, Haoling Li, Xin Zhang, Jiani Guo, Jane Luo, Xuewei Yang, Steven Liu, Yangyu Huang, Ruihang Chu, Scarlett Li, Yujiu Yang

   Natural Language Processing

   日本大学: 関与なし（対象大学）

5. 2026 · EMNLP

   XCR-Bench: Benchmarking Cross-Cultural Reasoning in LLMs via Culture-Specific Items and Hall’s Triad

   Mohsinul Kabir, Tasnim Ahmed, Md Mezbaur Rahman, Shaoxiong Ji, Hassan Alhuzali, Yuechen Jiang, Jimin Huang, Sophia Ananiadou

   Natural Language Processing

   日本大学: 関与なし（対象大学）

6. 2026 · EMNLP

   XQDT: eXplainable and Quantitative Data-Text Alignment Metric with Feedback Signals

   Kun Efimov-Zhang, Yifei Song, Claire Gardent

   Natural Language Processing

   日本大学: 関与なし（対象大学）

7. 2026 · EMNLP

   XRepoTest: Benchmarking Multilingual Repository-Level Unit Test Generation for Large Language Models

   Dung Le Quang, Dong Cao Van, Nam Le Hai, Linh Ngo Van, Thi-Mai-Anh Bui, Phuong T. Nguyen

   Natural Language Processing

   日本大学: 関与なし（対象大学）

8. 2026 · EMNLP

   XYBench: Can LLMs Respond Pragmatically to Queries with Misconceptions?

   Akhila Yerukola, Jena D. Hwang, Mingqian Zheng, Jenna Godsey, Hyunwoo Kim, Valentina Pyatkin, Jennifer Hu, Maarten Sap

   Natural Language Processing

   日本大学: 関与なし（対象大学）

9. 2026 · EMNLP

   X^3-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment

   Dongjie Fu, Di Cao, Zihan Zhang, Wenxu Jia, Yifu Chen, Shengpeng Ji, Yu Zhang, Xize Cheng, Tao Jin

   Natural Language Processing

   日本大学: 関与なし（対象大学）

10. 2026 · EMNLP

    YARD: Y-Architecture Register Decoding for Efficient Hallucination Mitigation in Large Vision-Language Models

    Ting Chen, Geng Li, Guohao Chen, Yu Hu, Guan Huang, Mai Chen, Langsheng Lei, Yongyong Lin

    Natural Language Processing

    日本大学: 関与なし（対象大学）

11. 2026 · EMNLP

    You Can’t Trust Your Agent: A Survey on Backdoor Threats and Defenses in Intelligent Agents

    Long Tuan Ho, Yahui Ding, Huimin Xu, Shuai Zhao, Anh Tuan Luu

    Natural Language Processing

    日本大学: 関与なし（対象大学）

12. 2026 · EMNLP

    You Do Not Fully Utilize Transformer’s Representation Capacity

    Gleb Gerasimov, Yaroslav Aksenov, Nikita Balagansky, Viacheslav Sinii, Daniil Gavrilov

    Natural Language Processing

    日本大学: 関与なし（対象大学）

13. 2026 · EMNLP

    You Know What I Mean: A Benchmark for Agentic Conversational Reference Grounding

    Karen Fuchs, Uri Katz, Yoav Goldberg

    Natural Language Processing

    日本大学: 関与なし（対象大学）

14. 2026 · EMNLP

    You Only Align Once: Propagating Cooperative Behaviors in Multi-Agent Systems through Seed Agents

    Nicole Summer Hsing, Asuka Yuxi Zheng, Yi Zhao, Haoqin Tu, Jen-tse Huang

    Natural Language Processing

    日本大学: 関与なし（対象大学）

15. 2026 · EMNLP

    You Really Didn’t Get That? Benchmarking Social Pragmatic Inference for Indirect and Playful Chinese Online Comments

    Shiwei Hong, Junjie Ma, Emma Jiren Wang, Ethan Z. Rong, Siying Hu, Haichang Li, Ziying Wang, Zhicong Lu

    Natural Language Processing

    日本大学: 関与なし（対象大学）

16. 2026 · EMNLP

    You Shouldn’t Have Asked: A Pragmatics-Inspired Taxonomy for Evaluating LLM Refusals

    Ruoxuan Li, Pinqiao Wang, Sheng Li, Cameron Robert Jones

    Natural Language Processing

    日本大学: 関与なし（対象大学）

17. 2026 · EMNLP

    Your Agent, Their Asset: A Real-World Safety Analysis of OpenClaw

    Zijun Wang, Haoqin Tu, Letian Zhang, Hardy Chen, Juncheng Wu, Xiangyan Liu, Zhenlong Yuan, Tianyu Pang, Qizhe Xie, Fengze Liu, Zeyu Zheng, Huaxiu Yao, Yuyin Zhou, Cihang Xie

    Natural Language Processing

    日本大学: 関与なし（対象大学）

18. 2026 · EMNLP

    Zero-Shot Tabular Learning via Hypergraph Reasoning with LLMs

    Geon Lee, Kyungho Kim, Dongwon Choi, Juyeon Kim, Shinhwan Kang, Kijung Shin

    Natural Language Processing

    日本大学: 関与なし（対象大学）

19. 2026 · EMNLP

    ZipBench: Low-Cost Framework for Compressing Comprehensive Benchmarks of Large Language Models

    Zhongzhan Huang, Junxin Li, Guoming Ling, Yupei Lin, Shanshan Zhong, Hefeng Wu

    Natural Language Processing

    日本大学: 関与なし（対象大学）

20. 2026 · EMNLP

    \textlangle \tt /think \textrangle Doesn’t Stop Reasoning: Analysis of Spurious CoT Termination

    Seunghee Koh, Sungjae Choi, Minchan Kwon, Sunghyun Baek, Junmo Kim

    Natural Language Processing

    日本大学: 関与なし（対象大学）

21. 2026 · EMNLP

    \text{GR}^2: Mitigating Granularity Collapse via Adaptive Query Routing in Generative Retrieval

    Soona Hong, Dohyeon Lee, Jaeyoung Kim, Seung-Won Hwang

    Natural Language Processing

    日本大学: 関与なし（対象大学）

22. 2026 · EMNLP

    dwDPO: Training Multi-Turn LLM Agents via Divergence-Weighted Direct Preference Optimization

    Jinghao Lin, Yuhang Wu, Yuanqing Wang, Yuchen Li, Tianxingjian Kang, Baris Coskunuzer, Xiawu Zheng

    Natural Language Processing

    日本大学: 関与なし（対象大学）

23. 2026 · EMNLP

    eTracer: Polarity-Aware Evidence Grounding

    Bohao Chu, Qianli Wang, Hendrik Damm, Shuning Zhang, Hui Wang, Andrea Papenmeier, Georg Lodde, Elisabeth Livingstone, Christoph M. Friedrich, Norbert Fuhr

    Natural Language Processing

    日本大学: 関与なし（対象大学）

24. 2026 · EMNLP

    iPOE: Interpretable Prompt Optimization via Explanations

    Jiahui Li, Yarik Menchaca Resendiz, Sean Papay, Roman Klinger

    Natural Language Processing

    日本大学: 関与なし（対象大学）

25. 2026 · EMNLP

    mPhonBench: Evaluating LLMs On Multilingual Phonology

    Lennart Keller, Goran Glavaš

    Natural Language Processing

    日本大学: 関与なし（対象大学）

26. 2026 · EMNLP

    sEMG Typing Transcription with Conformer Encoding and Beam-Aware Large Language Model Correction

    Yuanxi Wang, Lun Shu, Yasuharu Koike

    Natural Language Processing

    日本大学: 東京科学大学

27. 2026 · EMNLP

    sk-bench: A Native-First Benchmark for Evaluating Large Language Models in Slovak

    Marek Šuppa, Ivan Vykopal, Andrej Ridzik, Kristián Sopkovič, Natália Kňažeková, Jaroslav Kopcan, Miroslav Blstak, Viktória Ondrejová, Daniel Hládek, Michal Gregor, Martin Tamajka, Marian Simko

    Natural Language Processing

    日本大学: 関与なし（対象大学）