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
Demystifying Hybrid Thinking: Can LLMs Truly Switch Between Think and No-Think?
Shouren Wang, Wang Yang, Xianxuan Long, Debargha Ganguly, Qifan Wang, Vipin Chaudhary, Xiaotian Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Denoising the Future: Context-Aware Spectral Diffusion for Temporal Knowledge Graph Extrapolation
Yanglei Gan, Peng He, Run Lin, Peiyuan Jiang, Yifan Wang, Qiao Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dense Process Supervision for Search Agents via Fact Utility Estimation
Rongzhi Zhu, Xiangyu Liu, Yi Liu, Shuo Zhang, Ruirui Zhang, Rui Wu, Tao Jiang, Zequn Sun, Wenhao Xu, Wei Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DenseMixer: Improving MoE Post-Training via Precise Router Gradient
Feng Yao, Junxia Cui, Ruohan Zhang, Liyuan Liu, Shibo Hao, Li Zhang, Chengyu Dong, Churan Zhi, Shuohang Wang, Yelong Shen, Jianfeng Gao, Jingbo Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dental-TriageBench: Benchmarking Multimodal Reasoning for Hierarchical Dental Triage
Ziyi He, Yushi Feng, Shuangyu Yang, Yinghao Zhu, Xichen Zhang, Tai Pak Chuen Patrick, Lo Hei Yuet, Songying Wu, Weifa Yang, Lequan Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DentalVoice: EMR Grounded Synthetic Dental Speech Dialogues for AI Scribes
Zihan Wang, Yi Zhou, Xuliang Yu, Hao WU, Qianyi Cai, Yi Cui, Minghao Yang, Hui Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Depth-Attention: Cross-Layer Value Mixing for Language Models
Boyi Zeng, Yiqin Hao, Zitong Wang, Shixiang Song, He Li, Feichen Song, Yifan Liu, Ziwei He, Xinbing Wang, Zhouhan Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Deriving Necessary Validity Requirements for Evaluating the Consistency of LLM Responses
Alexander Ljapunov, Niklas Kiehne, Wolf-Tilo Balke
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DeskCraft: Benchmarking Desktop Agents on Professional Workflows and Human-in-the-Loop Collaboration
Wenkai Wang, Tao Xiong, Jingchen Ni, Yunpeng Bao, Xiyun Li, Tianqi Liu, Hongcan Guo, Zilong Huang, Shengyu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts
Hao Zou, Zachary Horvitz, Chandhru Karthick, Zhou Yu, Kathleen McKeown
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Detecting AI Impostors: How Do Middle Schoolers Identify LLM Agents in a Live Collaborative Setting?
Dan Schumacher, Pragathi Durga Rajarajan, Haven Kotara, Roman Rendon, Kosi Atupulazi, Deepti Tagare, Ismaila Temitayo Sanusi, Fred G. Martin, Anthony Rios
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Detection Is Not The End: Personalized Modeling of User Susceptibility to Misinformation
Peng Qi, Zehong Yan, Wynne Hsu, Mong-Li Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DiaLLM: An Investigation into the Robustness-Generation Gap in English Dialect Adaptation
Jordan Painter, Dipankar Srirag, Adarsh Kappiyath, Diptesh Kanojia, Aditya Joshi, Lu Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Diagnose, Then Refine: A Closed-Loop TTS System with AudioLLM-guided Correction
Zeyang Song, Tianchi Liu, Tianrui Wang, Chenglin Xu, Steven Y. Guo, Haizhou Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Diagnosing LLM Arbitration Behavior over Pre-evidence Epistemic States in RAG-based Fact-Checking
Yuxi Sun, Wenbo Shang, Wei Gao, Xin Huang, Jing Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Diagnosing LLM Fragility: An Empirical Study on Reasoning Entropy and Malicious Outputs
Fabio Mercorio, Daniele Potertì, Andrea Seveso
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Diagnosing the Fact-Grounding Gap in Multi-Hop Question Answering
Kevin Mo, Nathan Mo, Richard Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Diagnostic Analysis for Large Language Model Reasoning
Xinyu Liu, Dongqi Fu, Jun Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DialToM: A Theory of Mind Benchmark for Forecasting State-Driven Dialogue Trajectories
Neemesh Yadav, Palakorn Achananuparp, Jing Jiang, Ee-Peng Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DiffIE: Diffusion-based Open Information Extraction
Konstantin Fedorov, Valentin Malykh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DiffNeCTIS: Diffusion-based Nested Compound Type Identification for Sanskrit
Pretam Ray, Sinchani Chakraborty, Sriram Krishnan, Manoj Balaji Jagadeeshan, Pawan Goyal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Different Demographic Cues Yield Inconsistent Conclusions About LLM Personalization and Bias
Manuel Tonneau, Neil Sehgal, Niyati Malhotra, Sharif Kazemi, Victor Orozco-Olvera, Ana Maria Munoz Boudet, Lakshmi Subramanian, Samuel Fraiberger, Sharath Chandra Guntuku, Valentin Hofmann
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Differentiable Geometric Alignment for LLM Spatial Reasoning: Training-Time Symbolic Constraints, Solver-Free Inference
Yuhao Liao, Zijian Zeng, Huiming Yang, Dingding
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DiffuTester: Accelerating Unit Test Generation for Diffusion LLMs via Mining Structural Pattern
Lekang Yang, Yuetong Liu, Yitong Zhang, Jia Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Diffusion Large Language Models for Visual Speech Recognition
Jeong Hun Yeo, Chae Won Kim, Hyeongseop Rha, Yong Man Ro
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DigitalCoach: Communication and Grounding Gaps in Human and Agentic Computer Use Coaching
Meng Chen, Anya Ji, Tsung-Han Wu, Tobias Maringgele, David M. Chan, Alane Suhr, Amy Pavel
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dimple: Discrete Diffusion Parallel Generation for Large Multimodal Modal
Runpeng Yu, Xinyin Ma, Xinchao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Direct Diversity Optimization for Diverse Successful Trajectories in Preference Post-Training
Junwon Ko, Dong-Jae Lee, Minchan Kwon, Sunghyun Baek, Junmo Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Directional Structurality: A Lightweight Proxy for Reasoning Data Quality
Ze Chen, Kaixuan Liu, Haomai Zhang, Jiaxuan Zou, Zhuo Chen, Xiaotian Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Discerning Culturally-Aware Hate Framings for Hate Speech Identification in Memes
Rakshitha Rao Ailneni, Sanda M. Harabagiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DiscoSign: Discourse-Aware Text to Sign Language Gloss Translation
Vasileios Baltatzis, Mert Inan, Connor Gillis, Raja Kushalnagar, Lorna Quandt, Leah Findlater, Colin Lea
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DiscoTrace: Representing and Comparing Answering Strategies of Humans and LLMs in Information-Seeking Question Answering
Neha Srikanth, Jordan Boyd-Graber, Rachel Rudinger
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DiscoTrack: A Multilingual LLM Benchmark for Discourse Tracking
Lanni Bu, Lauren Levine, Amir Zeldes
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Discourse Dependency: A Continuous Criterion for Translation Difficulty
Ahrii Kim, Chanjun Park, Seong-heum Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Discourse-Aware Policy Analysis with Argumentation: A Hybrid LLM–Symbolic Framework for Disaster Governance
Stylianos Loukas Vasileiou, Olga Derendiaeva
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Discover, Then Diversify: Phase-Aware Control of Tree-of-Thought Search
Atkia Mahila, Avinash Maurya, M. Mustafa Rafique, Bogdan Nicolae
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Disentangling Curriculum Learning in NLP: Towards a Unifying Taxonomy
Vanessa Toborek, Florian Seiffarth, Sebastian Müller, Tamas Horvath
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Disentangling Semantics and Popularity: Adversarial Debiasing and Asymmetric Alignment for LLM-Enhanced Long-Tail Sequential Recommendation
Wenzhe Dong, Minglai Shao, Qiyao Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Disentangling Spurious Correlations: How IRM Handles Diverse Shortcuts in Text Classification
Paul Grunenwald, Benoit Crabbé, Guillaume Wisniewski, Pirmin Lemberger
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Disentangling Statistical Preemption from Entrenchment in Language Models’ Avoidance of Overgeneralization
Yixuan Wang, Freda Shi, Kanishka Misra
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Disentangling the Interpretive and Predictive Roles of LIWC: Controlled Substitution in Depression-Related Classification
Hsiang-Chen Yeh, Xiutian Zhao, Aurosweta Mahapatra, Shreeram Suresh Chandra, Ryan L. Boyd, Berrak Sisman
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dissecting Transformers: A CLEAR Perspective Towards Green AI
Hemang Jain, Shailender Goyal, Divyansh Pandey, Karthik Vaidhyanathan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance
Zhuowen Han, Jinwei Xiao, Zhengxi Lu, Renren Jin, Zhiyuan Yao, Yuxin Liu, Hongyan Hao, Yueqing Sun, Yu Yang, Xierui Song, Xunliang Cai, Deyi Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Distribution-aware Language Neuron Identification in Multilingual Large Language Models
Minjun Kim, Inho Won, Junghun Yuk, Dongyeon Kim, Jihyo Kim, KyungTae Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Distributional Stabilization for Zero-Shot Relation Extraction
Yongxin Liu, Huaping Zhang, Qiuchi Li, Chunxiao Gao, Haocheng Lv, Yan Ruohao, Baohua Zhang, Lei Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Diverging Transformer Predictions for Human Sentence Processing: A Comprehensive Analysis of Agreement Attraction Effects
Titus von der Malsburg, Sebastian Padó
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Diversity is Not Ambiguity: Toward Accurate and Efficient Ambiguity Detection for Open-Domain QA
Jiwon Lee, Yong-chan Park, Jungin Hong, U Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Divide by Question, Conquer by Agent: SPLIT-RAG with Question-driven graph partitioning
Ruiyi Yang, Hao Xue, Imran Razzak, Shirui Pan, Hakim Hacid, Flora D. Salim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Divide-and-Adapt: Fine-Tuning VLMs via Model Division and Routing
Hailing Wang, Neil Rodrigues, Xianglong Wang, Wei Li, Lin Chen, Yun Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do Benchmarks Measure the Same Thing? Evaluation-Free Benchmark Redundancy Analysis with SAE
Yaoning Wang, Jiahao Ying, Yubo Ma, Yu Wan, Dayiheng Liu, Yixin Cao, Yu-Gang Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do Compounds and Phrases Follow the Same Combinatorial Principles? What a Multi-Dimensional Probing Reveals for Chinese
Qiliang Liang, Zhong Liang, Hansi Wang, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do GUI Agents Know When Not to Act? Enabling Conflict-Aware Termination for Multimodal GUI Agents
Zhaoyuan Huang, Tianjie Ju, Pengzhou Cheng, Zheng Wu, Yansi Li, Chuanbiao Song, Jun Lan, Huijia Zhu, Weiqiang Wang, Zhuosheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do Implicit Personalization and Explicit Styles Conflict? PsPLUG: A Lightweight Plug-in for Balancing Personalization and Style in Customized LLMs
Yutong Song, Jiang Wu, Shaofan Yuan, Chengze Shen, Jian Wang, Yu Wang, Nikil Dutt, Amir M. Rahmani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do LLM-Generated Web Apps Behave Correctly? A Contract-Grounded Benchmark for Behavioral Conformance
Chansung Park, Juyong Jiang, Jiasi Shen, Sunghun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do LLMs Cross Alphabets? A Cross-Script Audit of LLMs Across Four Kazakh Latin Proposals
Galammadin Askar, Arailym Mukhametkali, Akylbek Maxutov, Zhanat Makhataeva, Nūrali Medeu, Huseyin Atakan Varol
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do LLMs Understand Personality? Rethinking Persona Fidelity Evaluation through Structured Behavioral Inference
Mengfan Li, Zesheng Wei, Xuanhua Shi, Yang Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do LVLMs Know When They Are Wrong? Trajectory-Based Correctness Estimation from a Single Forward Pass
Awal Ahmed Fime, Md Zarif Hossain, Ahmed Imteaj
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do Language Models Follow Occam’s Razor? An Evaluation of Parsimony in Inductive and Abductive Reasoning
Yunxin Sun, Abulhair Saparov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do Language Models Reason Across Languages?
Yan Meng, Wafaa Mohammed, Christof Monz
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do Language Models Understand Implicit Logical Meaning? A Case Study of Scope Ambiguity Resolution in Context
Jieun Kim, Suhyeon Park, Kunhui Lee, Seung-Hoon Na
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do Large Language Models Adapt Politeness Like Humans?
Tianfang Chen, Yuyang Yao, Liping Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do Latent Tokens Think? A Causal and Adversarial Analysis of Chain-of-Continuous-Thought
Yuyi Zhang, Boyu Tang, Tianjie Ju, Sufeng Duan, Gongshen Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do MLLMs Really See It: Reinforcing Visual Attention in Multimodal LLMs
Siqu Ou, Tianrui Wan, Zhiyuan Zhao, Junyu Gao, Xuelong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do VLMs Share Safety Neurons Across Modalities?
Jiaxuan Li, Jiahao Zhang, Duc Minh Vo, Huy H. Nguyen, Pride Kavumba, Koki Wataoka
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do Value Vectors in Deep Layers Need Context from the Residual Stream?
Muyu He, Yuchen Liu, Qingya Huang, Li Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Do Vision Language Models Understand Human Engagement in Games?
Ziyi Wang, Qizan Guo, Rishitosh Kumar Singh, Xiyang Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Doc-REFRAG: Rethinking Multimodal Document Retrieval-Augmented Generation
Ruofan Hu, Shengyang Xu, Minjie Hong, Xiaoda Yang, Sashuai Zhou, Ke Lei, Tao Jin, Zhou Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DocFollow: A Hierarchical Fine-Grained Constraints Following Benchmark in Long Contexts for LLMs
Yanji He, Zhao Yang, Yuxin Jiang, Yiqian Yang, Jiaheng Wei, Wei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DocHop-QA: Towards Multi-Hop Reasoning over Multimodal Document Collections
Jiwon Park, Seohyun Pyeon, Jinwoo Kim, Rina Carines Cabral, Zhenyuan He, Yihao Ding, Caren Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dockerless: Environment-Free Program Verifier for Coding Agents
Wenhao Zeng, Yuling Shi, Xiaodong Gu, Chao Hu, Chaofan Wang, Yuhao Cui, Hongting Zhou, Mengnan Qi, Jianqiao Wangni, Zhaojian Yu, Shuzheng Gao, Kai Cai, Shilin He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Does Alignment Debias or Just Suppress? Evaluating Stereotypical Bias Across Base-Instruct Pairs
Sigurd Kornelius Havstein, Anders Søgaard
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Does Faithfulness-Guided Alignment Hurt Accuracy? Unlocking Accurate and Faithful Post-Retrieval Reasoning
Yu Liu, Wenxiao Zhang, Diandian Guo, Cong Cao, Fangfang Yuan, Qiang Sun, Yanbing Liu, Jin B. Hong, Zhiyuan Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Does Fine-Tuning Undo Activation Steering? Behavioural Recovery Without Weight-Edit Reversal
Philipp E. Glass, Allan Tucker, Yongmin Li, Alina Miron
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Does Finetuning with Scientific Data Increase Hallucinations? A Multi-domain Factuality Evaluation of LLMs
Raia Abu Ahmad, Nikolas Rauscher, Ekaterina Borisova, Fabio Barth, Georg Rehm, Sebastian Möller
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Does Sensitivity to Pragmatic Norms Emerge with More Parameters, More Data, or More Conversations?
Raha Askari, Judith Sieker, Valerio Basile, Sina Zarrieß
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward
Yuwei Niu, Weiyang Jin, Jiaqi Liao, Chaoran Feng, Peng Jin, Bin Lin, Zongjian Li, Bin Zhu, Weihao Yu, Li Yuan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Does VLA Even Know the Basics? Limitations in Commonsense and World Knowledge of VLA Models
Nikita Kachaev, Andrey Moskalenko, Matvey Skripkin, Nikita Kurlaev, Daria Pugacheva, Albina Burlova, Mikhail Kolosov, Denis Shepelev, Andrey Kuznetsov, Elena Tutubalina, Aleksandr Panov, Alexey Kovalev, Vlad Shakhuro
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Domain-Specific Jargon in Large Language Models: A Comparative Analysis between General-Purpose and Specialist Models
Darin Keng, Zhewei Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding
Jianuo Huang, Yaojie Zhang, Qituan Zhang, Hao Lin, Hanlin xu, Linfeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Don’t Guess, Ask Wisely: Benchmarking and Training Proactive Elicitation in Open-Domain LLM Conversations
Rongyu Zhang, Mutian Bao, Jinjian Zhang, Yuetian Du, He Xu, Wei Zhou, Xiaojun Zhu, Ming Kong, Jie Liu, Linjian Mo, Qiang Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Don’t Peek at the Answer: Outcome-Masked Group Relative Policy Optimization for Label-Free RLVR
Yongshi Ye, Liang Zhang, Yidong Chen, Xiaodong Shi, Biao Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Don’t Read Everything: A Curvature-Conditioned Query for Linear Attention
Dong Le, Thong Thanh Nguyen, Cong-Duy T Nguyen, Anh Tuan Luu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Double Trouble: Bilingual Pretraining Leaves Language-Conditioned Effects in Shared-Language Representations
Anjishnu Mukherjee, Ziwei Zhu, Antonios Anastasopoulos
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Draft-OPD: On-Policy Distillation for Speculative Draft Models
Haodi Lei, Yafu Li, Haoran Zhang, Shunkai Zhang, Qianjia Cheng, Xiaoye Qu, Ganqu Cui, Bowen Zhou, Ning Ding, Yun Luo, Yu Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DreamReasoner-8B: Block-Size Curriculum Learning for Diffusion Reasoning Models
Zirui Wu, Lin Zheng, Jiacheng Ye, Shansan Gong, Xueliang Zhao, Yansong Feng, Wei Bi, Lingpeng Kong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dreaming Up Authors: Factual Prevalence and LLM Hallucinations in Academic Authorship Attribution
Sijia Zhong, Tamir Yirga, Yijia Ma, Thai Le, Yifan Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Drift No More: Spectral Locking for Long-Horizon Open-Weight Multi-Agent AI
Vishal Pramanik, Maisha Maliha, Susmit Jha, Sumit Kumar Jha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DrugReason: Dynamic Multi-View Reasoning over Knowledge Graph and Language Evidence for Drug Repurposing
Zijie Liu, Hongxuan Li, Zhen Tan, Jinhao Duan, Baixiang Huang, Zunpeng Liu, Kai Shu, Tianlong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DuQUAD: A Dual-View Framework with Quality-Aware Evidence Pruning for Multi-Document Question Answering
Yeonjun Choi, Seyeon Jeong, Jong Wook Kim, Beakcheol Jang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dual Controller Architecture to Enable Adherence of LLM-based Counselors to Session- and Discourse-level Aspects of Motivational Interviewing Theory
Yermakhan Magzym, April Idalski Carcone, Elizabeth Towner, Christopher Mann M.D., M. Safwan Badr, Alexander Kotov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dual-Modality Multi-Stage Adversarial Safety Training: Robustifying Multimodal Web Agents Against Cross-Modal Attacks
Haoyu Liu, Dingcheng Li, Lukas Rutishauser, Zeyu Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dual-Prompt-Driven Textual Knowledge Graph Generation With Heterogeneous Information Embedding for CTR Prediction
Xiling Feng, Han Liu, Yinghui Pan, Zhiwu Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DualStake: Dual-Path Confidence Calibration in Deep Research Agent
Yinuo Xu, Yuwei Liang, Jianjie Cheng, Meng Wang, Yongcan Yu, Shuo Lu, Jian Liang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dude: A Dual-Detection Multi-Agent System for Paper-Code Discrepancy Detection
Weijie Liu, Running Zhao, Wenhao Yuan, Jinfeng Xu, Zhanfeng Xu, Xiaoxi Zhang, Edith Cheuk-Han Ngai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DuoPRAG: Rank-Disentangled and Gated Knowledge-Reasoning Fusion
Nakhyeon Choi, Cheoneum Park, Seung-Hoon Na
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues
Takyoung Kim, Kang-wook Kim, Tony Woo, Julia Hirschberg, Gunhee Kim, Dilek Hakkani-Tür
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DuraS2ST: Chain-of-Thought and Reinforcement Learning for Duration-Aligned Speech-to-Speech Translation
Yayue Deng, Dingdong Wang, Yuxuan Hu, Jinyu Li, Yanqing Liu, Yuanyuan Wang, Weidong Chen, Helen M. Meng, Shujie Liu, Xixin Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
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Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
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Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
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日本大学: 関与なし（対象大学）