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
SoftGene: Protein Language Model-Enhanced Soft Prompting for Interpretable Gene Set Annotation
Drew Ross, Arya Hadizadeh Moghaddam, Dongjie Wang, Xiaoyu Zhang, Zijun Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Solve the Missing First Step: Can VLMs Standardize Raw Heterogeneous Medical Data?
Xin Chen, Dongliang Xu, Cunhao Zhu, Xudong Luo, Haoyang Lyu, Xiaoxiao Sun, Serena Yeung-Levy, Yue Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Some Tokens Behave like Magnets: Revealing Linguistic Organization in the Layers of Language Models
Andrew Liu, Devan Srinivasan, Gerald Penn
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Source-Grounded Semantic Reinforcement Learning for Low-Resource Target-Language Generation
Zeli Su, Ziyin Zhang, Pan Zewei, Zhou Liu, Dingcheng Huang, Dehan Li, Zhankai Xu, Longfei Zheng, Xiaolu Zhang, Jun Zhou, Wentao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SpIDER: Spatially Informed Dense Embedding Retrieval for Software Issue Localization
Shravan S Chaudhari, Rahul Thomas Jacob, Jiajun Cao, Muhammad Shihab Rashid, Mononito Goswami, Christian Bock
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Span-Based Reasoning with Anonymous Knowledge Graphs
Daniel Guzman Olivares, Lara Quijano, Federico Liberatore
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Span-Level Machine Translation Meta-Evaluation
Stefano Perrella, Eric Morales Agostinho, Hugo Zaragoza
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SpatialGuard: Harness-Guided Verifiable Spatial Reasoning for Text-to-Image Generation
Ziyun Qian, Zizhi Chen, Yizhou Liu, Mingyang Sun, Dingkang Yang, Lihua Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Spatio-Temporal Audio Language Modeling for Dynamic Sound Sources
Oh Hyun-Bin, Kazuki Shimada, Yuhta Takida, Kim Sung-Bin, Toshimitsu Uesaka, Takashi Shibuya, Kyeongyoon Lee, Tae-Hyun Oh, Yuki Mitsufuji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Speak for Me: Giving LLMs the Situational Awareness to Participate in a Meeting
Muneeb Khan, Frederic Kirstein, Terry Ruas, Bela Gipp
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Speaking While Listening: A Survey and Empirical Audit of Full-Duplex Spoken Dialogue Systems
Jingyu Lu, Yuhan Wang, Jianming Luo, Yifu Chen, Tianle Liang, Shengpeng Ji, Ziyue Jiang, Xiaoda Yang, Yu Zhang, Xize Cheng, Chenyuhao Wen, Changhao Pan, Haoxiao Wang, Chen Ye, Jian Wu, Xiaoxi Jiang, Guanjun Jiang, Zhou Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data
Wenjie Wang, Yue Huang, Zhengqing Yuan, Han Bao, Shiyi Du, Yuchen Ma, Yue Zhao, Yanfang Ye, Xiangliang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SpecSteer: Synergizing Local Context and Global Reasoning for Efficient Personalized Generation
Hang Lv, Sheng Liang, Hao Wang, Yongyue Zhang, Hongchao Gu, Wei Guo, Defu Lian, Yong Liu, Enhong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SpecTr-GBV: Multi-Draft Block Verification Accelerating Speculative Decoding
Yijun Lin, Jin-Hao Sheng, Qingyue Cai, Feng Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Spectral DPO: Mitigating Validation Collapse via Heavy-Tailed Regularization
Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SpeechEditBench: A Bilingual Multi-Attribute Benchmark for Instruction-Guided Speech Editing
Hanlin Zhang, Daxin Tan, Dehua Tao, Xiao Chen, Haochen Tan, Linqi Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SpeechRole: A Large-Scale Dataset and Benchmark for Evaluating Speech Role-Playing Agents
Changhao Jiang, Jiajun Sun, Yifei Cao, Jiabao Zhuang, Xinmeng Che, Hui Li, Xiaoran Fan, Ming Zhang, Junjie Ye, Shihan Dou, Zhiheng Xi, Jingqi Tong, Yilong Wu, Baoyu Fan, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Spexis: Speculative Lookahead Scheduling for LLM Inference
Hyungyu Jung, Jaehyeok Yu, Hoonseo Choi, Sungkyun Kim, Jinho Lee, Jiwon Seo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SpinHash: An O(1) Encoder for Any Vocabulary
Jia Xu, Jinhua Wang, Constantin F. Aliferis
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SpiralFormer: Looped Transformers Can Learn Hierarchical Dependencies via Multi-Resolution Recursion
Chengting Yu, Xiaobo Shu, Yadao Wang, Yizhen Zhang, Haoyi Wu, You Wu, Rujiao Long, Ziheng Chen, Yuchi Xu, Wenbo Su, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SpokenUS: A Spoken User Simulator for Task-Oriented Dialogue
Jonggeun Lee, Junseong Pyo, Jeongmin Park, Yohan Jo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Stabilizing Unsupervised Self-Evolution of MLLMs via Continuous Softened Retracing reSampling
Yunyao Yu, ZhengXian Wu, Zhuohong Chen, Hangrui Xu, Zirui Liao, Xiangwen Deng, Zhifang Liu, Senyuan Shi, Haoqian Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Stable Adaptive Thinking via Advantage Shaping and Length-Aware Gradient Regulation
Zihang Xu, Haozhi Xie, Ziqi Miao, Chen Qian, Lijun Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Stable Reasoning, Unstable Responses: Mitigating LLM Deception via Stability Asymmetry
Guoxi Zhang, Jiawei Chen, Tianzhuo Yang, Lang Qin, Juntao Dai, Yaodong Yang, Jingwei Yi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
State-Conditioned Visual Evidence Retrieval for Fine-Grained Perception in Document Vision-Language Models
Mingxu Chai, Chenyu Liu, Ziyu Shen, Jiazheng Zhang, Kaidi Zhang, Jihua Kang, Tao Gui, Qi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Stateful Visual Encoders for Vision-Language Models
Zirui Wang, Junwei Yu, Adam Yala, David M. Chan, Joseph E. Gonzalez, Trevor Darrell
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Staying on Task: Defending Against Prompt Injection via Task Consistency Checking
Feiyue Xu, Jiaming Mu, Fengting Li, Bin Benjamin Zhu, Hongsheng Hu, Qiankun Liu, Shuo Wang, Chaoxiang He, Chao Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Steer on Rubrics: Auditable Steering of Schwartz Values in Language Models
Zichen Xu, Geng Zhao, Aoxiang Qin, Li Zhou, Benyou Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Steer, Don’t Solve: Training Small Critic Models for Large Code Agents
Shubham Gandhi, Yiqing Xie, Atharva Naik, Ruichen Zhu, Carolyn Rose
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Steering Geometry: Validating Human Value Geometry in LLM Steering Space
Mohammad Mahdi Abootorabi, Armin Saghafian, Ali Bazshoushtari, Hamid Rezaei, EunJeong Hwang, Vered Shwartz, Parvin Mousavi, Purang Abolmaesumi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Steering LLM Viewpoints through Fabricated Evidence Injection
Xi Yang, Chang Liu, Zhenglin Huang, Haoran Li, Weiming Zhang, Jian Weng, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Steering Language Models Before They Speak: Logit-Level Interventions
Hyeseon An, Shinwoo Park, Hyundong Jin, Yo-Sub Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Steering Vector Fields for Context-Aware Inference-Time Control in Large Language Models
Jiaqian Li, Yanshu Li, Kuan-Hao Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Steering from Random Quotients: A Sample-Complexity Theory of Polysemantic Contrast Pairs
Khanh Nguyen Quoc, Luong Doan, Duc Hai Nguyen, Mai Phan Quoc Hung, Ngoc Mai Vu, Phong Ho, Nhung Duong, Tuan Do
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Steering the Compass: Aligning Dynamic Psychological Counseling Conversations with Cognitive Behavioral Therapy Strategies
Zimu Wang, Yiwen Jiang, Xiangyu Zhao, Yaling Shen, Jiahe Liu, Stephanie Fong, Maxmartwell H Cheng, Guilherme C Oliveira, Anh Nguyen, Robert Desimone, Barnaby Nelson, Dominic Dwyer, Zongyuan Ge
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Step-Wise Refusal Dynamics in Autoregressive and Diffusion Language Models
Eliron Rahimi, Elad Hirshel, Amit LeVi, Rom Himelstein, Avi Mendelson, Chaim Baskin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
StepGuard: Learning Step-Level Guardrails with Scalable Supervision and Safety–Utility Balancing
Zhijie Zheng, Yu Li, Chen Qian, Yuqian Fu, Yanwei Fu, Lu Sheng, Jing Shao, Dongrui Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Stephanie2: Thinking, Waiting, and Making Decisions Like Humans in Step-by-Step AI Social Chat
Hao Yang, Hongyuan Lu, Dingkang Yang, Wenliang Yang, Peng Sun, Wei Zuo, Xiaochuan Zhang, Jun Xiao, Kefan He, Wai Lam, Yang Liu, Xinhua Zeng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Stick to What You Know: A Study of Knowledge-Aligned Supervised Fine-Tuning
Arthur Becker, Jakob Kemmler, David Thulke, Christine Schäfer, Christian Dugast, Hermann Ney
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Stop Before You Fail: Operational Capability Boundaries for Mitigating Unproductive Reasoning in Large Reasoning Models
Qingjie Zhang, Yujia Fu, Yang Wang, Liu Yan, Tao Wei, Ke Xu, Minlie Huang, Han Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Stop Training Against Soft Users: Mentalized Adversarial Self Play for Proactive Dialogue
Zanwu Liu, Dan Zhang, Xiaodi Wang, Yongbo Mao, Xiaoyang Guo, Yonglin Wu, Peiyue Jiang, Yangyang Wei, Zecheng Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Stranger, Fan, or Peer? A Systematic Study on the Role of Interlocutor in Persona-Based Dialogue Generation
Daniela Occhipinti, Malvina Nissim, Marco Guerini
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
StratPrune: Cascade Stratum Pruning for Efficient Time Series Reasoning
Chenghao Liu, Qian Liu, Aniket Mahanti, Alex Xing Wang, Jingwei Yi, Wei Fan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
StreamUni: Achieving Streaming Speech Translation with a Unified Large Speech-Language Model
Shoutao Guo, Xiang Li, Mengge Liu, Chen Wei, Yang Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Streaming Atomic Action Segmentation in Egocentric Videos via Iterative LVLM-to-Streaming Distillation
Hyolim Kang, Jungsoo Lee, Janghoon Cho, Juntae Lee, Seon Joo Kim, Sungha Choi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Streaming Communication in Multi-Agent Reasoning
Zhen Yang, Xiaogang Xu, Wen Wang, Cong Chen, Xander Xu, Ying-Cong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Stride-k Subsampling: Train-Free Audio Token Reduction for Whisper
Chanhee Cho, Junhyuk Choi, Bugeun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
StruProKGR: A Structural and Probabilistic Framework for Sparse Knowledge Graph Reasoning
Yucan Guo, Saiping Guan, Miao Su, Jiyao Wei, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
StructSynth: Dependency Graphs as Generation Plans for Low-Data Tabular Synthesis with Language Models
Siyi Liu, Yujia Zheng, Haoyang LI, Yongqi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Structural Anchor Pruning: Training-Free Multi-Vector Compression for Visual Document Retrieval
Zhuchenyang Liu, Ziyu Hu, Yao Zhang, Yu Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Structural Uncertainty from Self-Preference in Black-Box Language Models
Baishali Chaudhury, Mengdie Flora Wang, Hyunji Hayley Park, Rahul Ghosh, Sungmin Hong, Jae Oh Woo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Structure-Aware Data Augmentation for Argument Mining
Masayuki Kawarada, Tsutomu Hirao, Manabu Okumura
Natural Language Processing
日本大学: 東京科学大学 / 金沢大学
2026 · EMNLP
Structured Claim-Level Discourse Representations for Dense Health Narratives
Farnoush Nili, Elham Pourabbas Vafa, Shirin Nilizadeh, Eduard Dragut
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Structured Inference with Large Language Gibbs
Sanghyeok Choi, Henry Gouk, Esmeralda S. Whitammer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Structured-Sparse Attention for Entity Tracking with Subquadratic Sequence Complexity
Hangyue Zhao, Paul Caillon, Erwan Fagnou, Alexandre Allauzen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Subjective and Hierarchical Annotation of Text Difficulty in Japanese
Daisuke Maekawa, Kazumasa Omura, Sora Tarumoto, Shotaro Ishihara, Tomoyuki Kajiwara [愛媛大学] [大阪大学]
Natural Language Processing
日本大学: 愛媛大学 / 大阪大学
2026 · EMNLP
Subliminal Clocks: Latent Time Modelling in Diffusion Language Models
Maximo Rulli, Thomas V. Fontanari, Simone Petruzzi, Federico Alvetreti, Giorgio Strano, Donato Crisostomi, Giorgos Nikolaou, Tommaso Mencattini, Andrea Santilli, Emanuele Rodolà, Simone Scardapane, Alessio Devoto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Subspace Alignment Score: Locating Domain-Relevant Important Parameters in Large Language Models
Le Wu, Jiayi Wu, Jixiang Xiong, Mengfa Mo, Jingmin Xin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Subspace Alignment for Vision-Language Model Test-time Adaptation
Zhichen Zeng, Wenxuan Bao, Xiao Lin, Ruizhong Qiu, Tianxin Wei, Xuying Ning, Yuchen Yan, Chen Luo, Monica Xiao Cheng, Jingrui He, Hanghang Tong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Subtraction Gets You More: Gap-Aware Retrieval for Multimodal Multi-Hop QA
Sunah O, Jay-Yoon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Succinctness, Not Expressivity, Predicts Syntactic Competence
Shangao Li, Jinghan Wu, Chang Lu, Yizheng Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Sufficiency-Aware Adversarial Evidence Masking for Textual Emotion-Cause Pair Extraction in Conversations
Mengqiang Hu, Qian Chen, Xin Guo, Suge Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SumRank: Aligning Summarization Models for Long-Document Listwise Reranking
Jincheng Feng, Wenhan Liu, Zhicheng Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Summarization Is Not Dead Yet
Dongqi Liu, Chenxi Whitehouse, Zheng Zhao, Zhuchen Cao, Jian Li, Yabiao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Summoning the Oracle to Slay It: Mitigating Look-Ahead Bias in Financial Backtesting with Large Language Models
Weixian Waylon Li, Mengyu Wang, Tiejun Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Supervised Fine-Tuning for Reasoning Large Language Models: A Survey
Yongcan Yu, Kuangpu Guo, Jian Liang, Lingxiao He, Meng Wang, Ran He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Support Vector Rubrics: Closing the Gap Between Self-Generated and Human Rubrics
Mengyuan Sun, Yu Li, Zhuohao Yu, Shikun Zhang, Wei Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Surfacing Program Structure with Auxiliary Signals for Low-Resource Code Translation
Federico Ranaldi, Nickil Maveli, Shay B. Cohen, Fabio Massimo Zanzotto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Surfacing the Unsaid: CUE-Bench for Affective Stance in Chinese Discourse
Zhenyan Zheng, Yunyao Zhang, Junxi Sheng, Junqing Yu, Zikai Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SurgMind-R1: Overcoming Reasoning Collapse in Surgical Vision-Language Models via Reinforcement Learning
Yifan Luo, Guoming Wang, Ling Xiao, Juncheng Li, Siliang Tang
Natural Language Processing
日本大学: 北海道大学
2026 · EMNLP
Surprisal Theory is Tautological (without Rational Grounding)
Ryan Cotterell
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation
Beichen Guo, Zhiyuan Wen, Jia GU, Haochen Shi, Jian Wang, Senzhang Wang, Haoyang LI, Ruosong Yang, Shuaiqi Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SustainableQA: A Comprehensive Question Answering Dataset for Corporate Sustainability and EU Taxonomy Reporting
Mohammed Ali, Abdelrahman Abdallah, Adam Jatowt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Switch Attention: Towards Dynamic and Fine-grained Hybrid Transformers
Yusheng Zhao, Hourun Li, Bohan Wu, Yichun Yin, Lifeng Shang, Jingyang Yuan, Meng Zhang, Ming Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SyRHM: Symbolic-Language-Enhanced Reasoning with Associative Retrieval for Zero-shot Harmful Meme Detection
Hanling Wang, Chenlong Wei, Yingjuan Li, Di Wu, Yuchao Zhang, Xiaohui Zhu, Yao Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SyRuP: Enhancing System-Prompt Following via Reward-Guided Prediction in LLM Decoding
Seoyeon Kim, Minjae Kang, Jaehyung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Sycophancy Is Not One Thing: Causal Separation of Sycophantic Behaviors in LLMs
Daniel Vennemeyer, Phan Anh Duong, Tiffany Zhan, Tianyu Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SymboLLM-FE: LLM-Accelerated Symbolic Regression for Automated Feature Engineering on Tabular Data
Zi-Jian Cheng, Ziyi Jia, Zhi Zhou, Yu-Feng Li, Lan-Zhe Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Syntactic Belief Update as the Driver of Garden Path Processing Difficulty
Alan Zhou, Miloš Stanojević, John T. Hale
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Syntactic Complexity Convergence in Dialogue: Analysis of the Phenomenon and Application to LLM Detection
Yu Wang, Yanran Chen, Yifan Wang, Steffen Eger, Hendrik Buschmeier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Syntactic Prediction through Reinforcement Learning
Jinman Zhao, Yining Wang, JIahe Liu, Xueyan Zhang, Linbo Cao, Jiakang Huang, Yiren Zhao, Renyi Cai, YiTian Ding, Gerald Penn
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Systematic Failure Analysis of Open-Weight LLM Annotators for Classification Tasks: Taxonomy, Uncertainty Signals, and Deployment Boundaries
Nahid Hossain, Siam Rahman Karip, Md Faisal Kabir, Swakkhar Shatabda, Salekul Islam
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
T-CLA: Taxonomy of Cultural-Linguistic Artifacts for Modeling Misalignment in NLP
Kezia Oketch, John P. Lalor, Denghui Zhang, Ahmed Abbasi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search
Hyomin Lee, Sangwoo Park, Yumin Choi, Sohyun An, Seanie Lee, Sung Ju Hwang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
T-Mem: Memory That Anticipates, Not Archives
Weidong Guo, Dakai Wang, Zixuan Wang, Hui Liu, Yu Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
T2ER: A Chinese Benchmark for Text-to-Executable-Rule Generation in Medical Insurance
Hanjing Yan, Rubin Li, Yuxuan Lin, Siyi Zhu, Yuxiang Wang, Guangya Yu, Yuxiang Chu, Yongqi Fan, Yinan Wu, Bao Wei, Weiyan Zhang, Tong Ruan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TAC-CoT: Tool-Empowered Implicit Chain-of-Thought via Interleaving Explicit Tokens
Juseon Do, Sangmin Bae, Jeesu Jung, Hwanjun Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TAME: A Trustworthy Test-Time Evolution of Agent Memory with Systematic Benchmarking
Yu Cheng, Yongkang Hu, Jiuan Zhou, Yushuo Zhang, Yihang Chen, Huichi Zhou, Mingang Chen, Zhizhong Zhang, Kun Shao, Yuan Xie, Zhaoxia Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TAP: Policy Interfaces for Diffusion Language Models
Preeti, Ankita Kushwaha, Kiran Ravish, Pawan Kumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TATK: Triple-Aware Top-K Learning with Knowledge-Grounded Verification for LLM-based Sequential Recommendation
Yuchen Guan, Jiaye Liu, Yifei Han, Zhenxi Zhang, Yixuan Weng, Bin Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TBLS: Transition-Based Language Similarity through Activation Perturbation
Tao Ren, Johannes Bjerva, Qiongxiu Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TCC-Bench: Benchmarking the Traditional Chinese Culture Understanding Capabilities of MLLMs
Pengju Xu, Yan Wang, Shuyuan Zhang, Xuan Zhou, Lixin, Yuanyue, Fengzhao Li, Shunyuan Zhou, Xingyu Wang, Yi Zhang, Haiying Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TCD: Empowering Zero-Shot Detection of LLM-Generated Text using Token Contextual Dependency
Shihan Ma, Quan Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TDD-Agent: Test-Driven Reasoning for Code Generation
Hongyue Yu, Kefan Li, Jiakun Li, Hongzheng Chai, Yuan Yuan, Rui He, Junyi Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TDGNet: Hallucination Detection in Diffusion Language Models via Temporal Dynamic Graphs
Arshia Hemmat, Philip Torr, Yongqiang Chen, Junchi Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TEMPO: Realistic Multi-Domain Benchmark for Temporal Reasoning-Intensive Retrieval
Abdelrahman Abdallah, Mohammed Ali, Muhammad Abdul-Mageed, Adam Jatowt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TEMPO: Temporally-grounded Multi-task Post-training for Large Audio-Language Models
Apoorva Kulkarni, Kaousheik Jayakumar, Sreyan Ghosh, Utathya Aich, Ramani Duraiswami, Dinesh Manocha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TEMPS: Temporal Sentence Embeddings for Temporal Information Retrieval
Mourad Hassani, Julien Romero, Amel Bouzeghoub, Jacquelinet
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TETHER: Training-Free, Elastic, ToC-Anchored Hierarchy Extraction and Recovery in Design-Driven Long Documents
Yu Zou, Yan Chen, Jialei Zeng, Xiaorui Zhou, Aixi Zhong, Qi Zhou, Haoran You, Ke Jiang, Changyu Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TIDC: Test-Time Intervention-based Diagnosis and Calibration for Harmful Meme Detection
Zhihui Guo, Xin Man, Hao Yin, Feiyu Chen, Jie Shao
Natural Language Processing
日本大学: 関与なし（対象大学）