EMNLP

2022–2026 LIVE

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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。

2026 · EMNLP
Agent-G^2: Gaussian Guidance for Agentic Reinforcement Learning
Zixuan Wang, Yanrui Miao, Zhengxi Lu, Teng Pan, Yiwen Qiu, Hongxing Li, Peng Qiu, Ruiqing Zhang, Yongliang Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Agent-as-Peer-Debriefer: A Multi-Agent Framework with Perspective-Based Refinement for Qualitative Analysis
Zhimin Lin, Kun Cheng, Zhiyao Shu, Junhua Fang, Juntao Li, Fan Bai, Jie Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AgentCollab: A Self-Evaluation-Driven Collaboration Paradigm for Efficient LLM Agents
Wenbo Gao, Renxi Liu, Xian Wang, Guo Fang, Shuai Yang, Chen xi, Hui-Ling Zhen, Hanting Chen, Weizhe Lin, Xiaosong Li, Yaoyuan Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AgentEHR: Advancing Autonomous Clinical Decision-Making via Retrospective Summarization
Yusheng Liao, Chuan Xuan, Yutong Cai, Lina Yang, Zhe Chen, Yanfeng Wang, Yu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AgentFold: Closed-Loop Agentic Search for Protein Folding Model Design
Mingquan Liu, Jiangyu Chen, Hanqun Cao, Xujun Zhang, Pengsen Ma, Xiangru Tang, Shuting Jin, Annie Zheng, Zhuo Yang, Tianfan Fu, Fang Wu, Xiangxiang Zeng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AgentHallu: Benchmarking Automated Hallucination Attribution of LLM-based Agents
Xuannan Liu, Xiao Yang, Zekun Li, Pei Pei Li, Ran He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AgentJudgeBench: A Multi-Difficulty Benchmark for Evaluating LLM Judges on Agentic Tool-Calling
Abhigya Verma, Amit Kumar Saha, Seganrasan Subramanian, Sai Harshitha Aluru
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AgentKV: Phase-Aware KV Eviction for Agentic LLMs
Taowen Tony Liu, Jeffrey T. H. Wong, Can Xiao, Bowen Yang, Hao Mark Chen, Yiren Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AgentProv: Auditing Agentic LLM API Providers via Tool-use Policy Probes
Xun Wang, Bihe Zhao, Michael Backes, Franziska Boenisch, Adam Dziedzic
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AgentSocialBench: Evaluating Privacy Risks in Human-Centered Agentic Social Networks
Prince Zizhuang Wang, Shuli Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AgentSpec: Speculative Decoding for Batch Inference of LLM Agents
Xin Wang, Ziming Miao, Yi Zhu, Hui Shen, Zhongwei Wan, Fan Yang, Mi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AgentTAC: Mining Temporal Action-Context Error Patterns from Agent Traces
Chenchen Zhao, Muxi Chen, Jianhai Shu, Zhaohua Zhang, Wenyu Jiang, Tianwen Jiang, Hexuan Deng, Sa Zhu, Haolin Yang, Geyuan Zhu, Cheng Yang, Qiuyong Xiao, Jianhuan Zhuo, Jihong Zhang, Qiang Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Agentic Reinforcement Learning for Search Misaligns Instruction-Tuning
Yushi Yang, Shreyansh Padarha, Sarah Ball, Andrew Lee, Adam Mahdi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Agentic Rubrics: Interfacing Agents with Heterogeneous Environments using Executable Rubrics
Shunian Chen, Rui Yu, Zhengyang Tang, Yuhao Du, Zejian Xie, Songxin Zhang, Benyou Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Agentic Time Machine as an Infrastructure for Future-Event Forecasting
Jingyi Chai, Bingyang Zheng, Xiangrui Liu, Hao Lu, Zihang Zhou, Tianchen Wang, Kemeng Zhang, Siheng Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Aggregate While Searching: Online Partial-Trajectory Aggregation for Long-Horizon LLM Search Agents
Feixue Liu, Ruoyu Chen, Songyi Cui, Yimo Yan, Yong-Hong Kuo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Aggregation-Aware Synthetic Text Generation Against Authorship Re-Identification
Qian Ma, Anna Cinzia Squicciarini, Sarah Rajtmajer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Agreement Is Not Truth: Characterizing and Controlling Consistent-but-Wrong Reasoning in LLMs
Minje Kim, Keeheon Lee, Chi-Guhn Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Alice: A Large-Scale German Benchmark for Rubric-Based Multi-Dimensional Automatic Short Answer Scoring
Zhifan Sun, Sebastian Gombert, Jannik Lossjew, Tobias Wyrwich, Berrit Katharina Czinczel, David Bednorz, Marcus Kubsch, Knut Neumann, Hendrik Drachsler
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Align Then Adapt: Label-Efficient Adapter Learning for Asymmetric Dense Retrieval
Seiji Maekawa, Moin Aminnaseri, Pouya Pezeshkpour, Estevam Hruschka
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Aligned but Not Partner-Specific: How Multimodal LLM Agents Succeed in Reference Games Without Forming Conceptual Pacts
Po-Ya Angela Wang, Chinmaya Mishra, Asli Ozyurek, Paula Rubio-Fernandez, Esam Ghaleb
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Aligning Cultural Behaviors in Arabic Language Models via Preferences
Junhong Liang, Daniil Orel, Saeed Almheiri, Bilal Elbouardi, Younes Samih, Abed Alhakim Freihat, Zhuohan Xie, Momina Ahsan, Muhammad Dehan Al Kautsar, Sarfraz Ahmad, Omar El Herraoui, Mohamed Anwar, Preslav Nakov, Fajri Koto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Aligning the Query Space: Greedy Information Projection for Language Model Data Selection
Victor Ye Dong, Kuan-Yun Lee, Jiamei Shuai, Shengfei Liu, Yi Liu, Jian Jiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
All Relations at Once: Efficient Open-World Tabular Relation Discovery with Hierarchy-Aware Reward Shaping
Xinyu Zhang, Aibo Song, Jingyi Qiu, Tianbo Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
All for 1-Bit: Towards Genuine 1-Bit Post-Training Quantization for LLMs
Zhixiong Zhao, Zukang Xu, Guangyu Sun, Lifeng Liu, Dawei Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AlphaToken: Decoupling Adaptation and Stability for Path-Aware Response Token Valuation in LLM Post-Training
Qing Liu, Ou Wu, Yi Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
An Embarrassingly Simple Data Selection Strategy for Million-Scale Multi-Modal Instruction-Tuning
Mengyao Lyu, Yan Li, Huasong Zhong, Hui Chen, Jungong Han, Guiguang Ding, Zhenheng Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
An Embarrassingly Simple Detector for Model Extraction Attacks in Large Language Model API Traffic
Shuze Liu, Qianwen Guo, Yushun Dong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift
Constantinos Karouzos, Xingwei Tan, Nikolaos Aletras
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
An Image Is Worth Ten Thousand Words: Verbose-Text Induction Attacks on VLMs
Zhi Luo, Zenghui Yuan, Daizong Liu, Wenqi Wei, Pan Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
An Interpretable Linguistically-Grounded Analysis of Scene Saliency in Movie Screenplays
Uday Bindal, Ishaan Karan, Manan Garg, Ekansh Goyal, Rahul Mishra, Rajakrishnan P Rajkumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AnInter: Anti-Interference Training for Long Context Retrieval
Lijie Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AnaBench for Enhancing Scientific Table & Figure Analysis
Xuehang Guo, Zhiyong Lu, Tom Hope, Qingyun Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AnalysisBank: An Expert Analysis Pattern Library for Financial Report Generation
Yajing Yang, Yunshan Ma, Kelvin J.L. Koa, Min-Yen Kan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Analyzing LLM Reasoning to Uncover Mental Health Stigma
Sreehari Sankar, Aliakbar Nafar, Mona Barman, Hannah K. Heitz, Ashwin Kumar, Pouria Tohidi, Dailun Li, Danish Hussain, Russell DuBois, Hamed Hasheminia, Farshad Majzoubi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Analyzing and Mitigating Cross-Lingual Degradation in Multilingual Medical VQA
Jingbo Wang, Sendong Zhao, Haochun Wang, Bing Qin, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AnchorKV: Training-Free KV Cache Compression via Joint Coverage Diversity and Semantic Importance Scoring
Mengbo Wang, Zhuochen Fan, Dayu Wang, Zirui Liu, Peiyuan Zong, Guorui Xie, Zeyu Luan, Qing Li, Yong Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AnchorLens: A Shared Coordinate System for Interpreting Intermediate Representations in Large Language Models
Giuseppe Trimigno, Gianfranco Lombardo, Stefano Cagnoni
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Anchoring Speech with Semantics: A Multimodal Adapter Mechanism for Automatic Speech Recognition in Low-Resource Languages
Kuan-Tang Huang, Cheng-Yeh Yang, Chien-Chun Wang, Hung-Shin Lee, Hsin-Min Wang, Berlin Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Anchoring What Matters: A Dual-Level Learning Framework for Visually-Grounded Multimodal Reasoning
Xinxin Song, Siyuan Li, Tingxiong Xiao, Jinli Suo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Annotators of a Feather FLOCKE Together: A Framework to Analyze Latent Group Patterns Based on Annotator Behavior
Giovanni Valer, Elisa Leonardelli, Camilla Casula, Sara Tonelli, Michele Lombardi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Anomaly Detection using Source-Reversed Flow Matching
Amine Youcef Khodja, Jeremie Pantin, Gaël Dias, Fabrice Maurel
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting
Shashidhar Reddy Javaji, Bhavul Gauri, Zining Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Answer Probing-Guided Search for Diverse Solution Exploration of LLMs
Yi Fang, Que Shen, Chengpeng Li, Boyi Deng, Wei Shi, Wenjie Wang, Fuli Feng, Fengli Xu, Dayiheng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Anticipating User Interpretations in Emotional Support Conversations via Inference-Time User-Side Simulation
Jiaqi Liu, Jiakang Xu, Zhongqiang Du, Haonan Zheng, Yankun Yang, Wenbin Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AnyAudio-Judge: A Dynamic Rubric-Based Benchmark and Evaluator for Audio Instruction Following
Haitao Li, Tian Tan, Yang Yuguang, Shan Yang, Xie Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AnyCap: Omni-Modal Captioning with Instruction Alignment
Yiming Ren, Zhiqiang Lin, Yu Li, Meng Gao, Junjie Wang, Zicheng Lin, Jifeng Dai, Yujiu Yang, Wenhai Wang, Ruihang Chu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Apples on the Table? Evaluating Text-Guided 3D Scene Synthesis via Fine-Grained Constraint Verification
Minseok Kang, Dongwook Choi, Gyeom Hwangbo, Seungwon Lim, Kai Tzu-iunn Ong, Jinyoung Yeo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Apples to Apples? Towards Comparable Crosslingual Language Model Evaluation
Xiulin Yang, Ethan Gotlieb Wilcox, Catherine Arnett
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Arabic Morphosyntactic Tagging and Dependency Parsing with Large Language Models
Mohamed Adel, Bashar Alhafni, Nizar Habash
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?
Woojung Song, Nalim Kim, Sangjun Song, Chaewon Heo, Jongwon Lim, Yohan Jo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Architecture-Conditioned Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning
Kai Liu, Peijie Dong, Xie Xinchen, Jianfei Gao, Qipeng Guo, Xiaowen Chu, Shaoting Zhang, Kai Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Are Android GUI Agents Robust Against Runtime Anomalies? AnTrap: Evaluating Agents in Dynamic Adversarial Environments
Guo Gan, Yilun Zhao, Cong Chen, Jinbiao Wei, Tingyu Song, Zheyuan Yang, Lin Fu, Hong Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Are Benchmarks a Source of Bias in LLMs? MMLU, CommonSenseQA and MGSM under the Microscope
Fanny Ducel, Shayan Ahmed Shariff, Ibrahim Al Kotob, Binesh Arakkal Remesh, Lucie Digoin-Caparros, Aurélie Névéol, Karën Fort
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Are LLM Decisions Faithful to Verbal Confidence?
Jiawei Wang, Yanfei Zhou, Siddartha Devic, Deqing Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Are Non-English Papers Reviewed Fairly? Language-of-Study Bias in NLP Peer Reviews
Ehsan Barkhordar, Abdulfattah Safa, Verena Blaschke, Erika Lombart, Marie-Catherine de Marneffe, Gözde Gül Şahin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Are Online Skill and Memory Modules Always Worth Their Tokens? A Budget-Constrained Study of Web Agents
Sina Hajimiri, Masih Aminbeidokhti, Jose Dolz, Ismail Ben Ayed, Issam H. Laradji, Spandana Gella, Nicolas Gontier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Are Single-Token Sparse Autoencoder Features Causally Necessary? Layer-Depth and SAE-Family Effects
Seonglae Cho, Zekun Wu, Kleyton Da Costa, Rishi Kalra, Ilham Wicaksono, Adriano Koshiyama
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Are We Measuring Strategy or Phrasing? The Gap Between Surface- and Approach-Level Diversity in LLM Math Reasoning
Sangmook Lee, Minbeom Kim, Jeonghye Kim, Dohyung Kim, Sojeong Rhee, Kyomin Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Are We There Yet? Assessing Computer-Use Agents for Blind Users’ Accessible Interaction with Desktop Applications
Satwik Ram Kodandaram, Monalika Padma Reddy, Xiaojun Bi, Jiawei Zhou, I. Ramakrishnan, Vikas Ashok
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ArgSum-X: A Structure-Aware Benchmark for Argument Summarization and Key Point Analysis
Zhiqiang Shi, Oana Cocarascu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Argument Collapse: LLMs Flatten Long-Form Public Debate
Yekyung Kim, Yapei Chang, Chau Minh Pham, Mohit Iyyer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Argus-Retriever: Vision-LLM Late-Interaction Retrieval with Region-Aware Query-Conditioned MoE for Visual Document Retrieval
Abdelrahman Abdallah, Mahmoud Abdalla, Mohammed Ali, Adam Jatowt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ArtifactsBench: Bridging the Visual-Interactive Gap in LLM Code Generation Evaluation
Chenchen Zhang, Yuhang Li, Jiaheng Liu, Can Xu, Ao Liu, Changzhi Zhou, Ken Deng, Dengpeng Wu, Guanhua Huang, Kejiao Li, Qi Yi, Ruilin Lv, Shihui Hu, Yue Zhang, Yuhao Jiang, Zenan Xu, Yuanxing Zhang, Wiggin Zhou, Bo Zhou, Fengzong Lian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Ask Now, Use Later: Benchmarking the Proactivity Gap in Long-Lived LLM Agents
Bin Wu, Guanyun Zou, Bingbing Wang, Huan Zhao, Chuan Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Ask, Answer, or Act: Learning Interaction Modes for Tool-Use Agents
Tianyu Fu, Yangrui Xie, Yunpu Ma, Wanyuan Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Ask, Condition or Abstain: Reinforcement Learning for Missing-Premise Reasoning
Yongqi Tong, Zhenyu Zhang, Zimi Liu, Kewei Fu, Mingli Song, Haofei Zhang, Junshao Zhang, Hong Zhu, Jiang-Ming Yang, Xin Zhang, Jianshe LI
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Assembling the CREW: A Collaborative Multi-agent Reinforcement Learning Framework for Automated Related Work Generation
Hai-Dang Dang, Bao-Yen Pham, Bao Nguyen, Tran Thi Huong, Huynh Thi Thanh Binh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Assessing Adversarial Robustness of Latent Reasoning Models
Shaolong Chen, Ang Li, Mingjie Li, Yisen Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Assessing the Impact of Language Disparity on Multilingual Linguistic Ability in Large Language Models
Zhanyu Chen, Jaap Jumelet
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AsymSpec: Context-Asymmetric Speculative Decoding for Agentic LLMs
Sheng Liang, Yongyue Zhang, Nathanael Brian, Hang Lv, Hao Wang, Chen Zhang, Yong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Athena: Vulnerability-Affected Library Identification via Knowledge Graph Completion
Phong Trinh Duy, Trang Dang Yen, Hung Nguyen-Huu, Huynh Quyet Thang, Bach Le, Dieu Hoang Vu, David Lo, Thanh Le-Cong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AtlasNLP: A Country-Aware Atlas of Dataset Representation in NLP
Joan Nwatu, Tsedeniya Solomon Amare, Longju Bai, Bontu Fufa Balcha, Zayd Bashir, Angana Borah, Zara Burzo, Yubin Choi, Naihao Deng, Samika Gupta, Michel Faloughi, Claude Kwizera, Ziqiao Ma, Cynthia Yacel Fuertes Panizo, Ellie Seehorn, Hui Shen, Jiayi Tang, Zesen Zhao, Boyuan Zheng, Rada Mihalcea
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AtomMem: Building Simple and Effective Memory System for LLM Agents via Atomic Facts
Yanyu Yao, Shangze Li, Zhi Zheng, Hui Zheng, Qi Liu, Tong Xu, Enhong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AtomMem: Learnable Dynamic Agentic Memory with Atomic Memory Operation
Yupeng Huo, Yaxi Lu, Zhong Zhang, Haotian Chen, Yankai Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Attention Amnesia in Hybrid LLMs: When CoT Fine-Tuning Breaks Long-Range Recall, and How to Fix It
Xinyu Zhou, Boyu Zhu, Yi Xu, Zhiwei Li, Yingfa Chen, Huiming Wang, Zhijiang Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Attribute-Based Activation Steering of LLMs for Group-Specific Explanation Generation
Leandra Fichtel, Janek Prange, Henning Wachsmuth
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Audio-Reward-R1: Reasoning Reward Model for Unified Audio Understanding and Generation
Hao Gu, Xiaocheng Yang, Jinyang Wu, Hongbo Zhao, Yunzhe Hao, Songcheng Xu, Ye Bai, Zhao You, Shidong Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Auditing Chinese Web-scale Corpora via Sampled BPE Token Statistics
Qingjie Zhang, Ziqi Tang, Jie Zhang, Gelei Deng, Jinfeng Li, YueFeng Chen, Yitong Yang, Hui Xue, Tianwei Zhang, Han Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Auditing Evidence Use in Medical LLM Diagnosis
Junchi Liao, Jiawen Deng, Fuji Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Auditing Intersectional Bias in Clinical LLMs: Sparse Autoencoders Reveal Race-HIV Stigma Circuits
Chang Lu, Yizheng Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Auditing LLM Benchmarks with Item Response Theory
Sander Land, Daniel M. Bikel
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Auditing MCQA Benchmarks through Probability Landscapes
Minsoo Song, Chanjun Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Auditing Multi-Agent LLM Reasoning Trees Outperforms Majority Vote and LLM-as-Judge
Wei Yang, Shixuan Li, Gengshuo Liu, Heng Ping, Peiyu Zhang, Paul Bogdan, Jesse Thomason
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Auditing RAG Necessity: A Conformal Test for Source-Independent Answers
Dongxin Guo, Yang Liu, Jikun Wu, SM Yiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AuroraCounsel: A Multi-Agent Large Language Model Collaboration Framework for Psychological Counseling
Yuean Zhu, ZiChao Song, Haiming Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AuthorMix: Modular Authorship Style Transfer via Layer-wise Adapter Mixing
Sarubi Thillainathan, Ji-Ung Lee, Michael Sullivan, Alexander Koller
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Authority Bias in Conversational Search Engines for Academic Paper Recommendation.
Uthman Jinadu, Parsa Ghazvinian, Anjila Budathoki, Benjamin M. Ampel, Rajshekhar Sunderraman, Yi Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
AutoForge: Automated Environment Synthesis for Agentic Reinforcement Learning
Shihao Cai, Runnan Fang, Jialong Wu, Baixuan Li, Xinyu Wang, Yong Jiang, Liangcai Su, Liwen Zhang, Wenbiao Yin, Zhen Zhang, Pengjun Xie, Xiaobin Wang, Fuli Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Automatic Configuration of LLM Post-Training Pipelines
Channe Chwa, Xinle Wu, Yao Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Axis-LoRA: Probing and Adapting Embedding Models for Personal-Memory Retrieval
Dohoon Kim, Junho Park, Hyunwoong Bae, Seyoon Kim, Taesup Moon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
BALMS: Benchmarking Agentic LLMs for Longitudinal Mental Health Sensing
Yu Yvonne Wu, Arvind Pillai, Yuliang Chen, Yuwei Zhang, Sudarshan Regmi, Tess Z Griffin, Michael V. Heinz, Lisa Marsch, Nicholas C. Jacobson, Andrew Campbell
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
BEAR: Budgeted Evidence Allocation for Multi-Document Reasoning
Lin Sun, Linglin Zhang, Jingang Huang, Change Jia, Zhengwei Cheng, Xiangzheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
BLADE: Bilevel Low-rank Augmented-Lagrangian Erasure for LLM Unlearning
Md Toufikuzzaman, Ahmad Mousavi, Dongwon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
BLUE: Toward Better Language Use in Efficient Vision-Language-Action Models for Autonomous Driving
George Ling, Lijin Yang, Hao Yang, Zhongzhan Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
BORA-BUDGET: Learning When to Think Under a Token Budget
Zilong Wang, Kang Pan, Xiao Zhang, Erli Meng, Shuai Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
BOW: Training Language Models to Reason Over Plausible Next Words
Ming Shen, Zhikun Xu, Jacob Dineen, Xiao Ye, Ben Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bag-of-Tokens Tuning: Calibrating LLM Logits with Contextual Probabilities
Chen-Meng Qiu, Ze-Hao Wang, Deng-Bao Wang, Linan Yue, Min-Ling Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
BalancedBio: Mitigating the Alignment Tax in Biomedical LLMs via Gradient Orthogonality and GRPO
Wentao Wu, Hanmeng Zhong, Linqing Chen, Peng Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Balancing Epistemic Value and Social Safety: PACR-Pro for False-Consensus Intervention in One Night Ultimate Werewolf
Yonghui Wang, Zhiliang Tian, Bo Liu, Jiarui Tang, Wanlong Yu, Shilong Pan
Natural Language Processing
日本大学: 関与なし（対象大学）