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
Contrastive Neuron Regulation for Chain-of-Thought Reasoning
Zitao Su, Xinyu Tang, Xin Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Controllable Image Captioning with Prompt-Conditioned Scene Rewards
Jongyeop Hyun, Taeyoung Kim, Hyounghun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Controllable Text-Attributed Graph Generation via LLM-Based Substructure Modeling
Ruijun Mao, Jiaxuan Chen, Boyan Li, Zixing Zhang, Yuhang Zhang, Fangxin Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Controlling Creativity in Concept Space: A Framework for Generative Models
Dana Levin, Dafna Shahaf
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Controlling and Assessing Appropriate Persona Use in LLM-based Dialogue Generation
Jongkyung Shin, Inkyu Lee, Chiehyeon Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cooperate to Compete: Strategic Coordination in Multi-Agent Conquest
Abigail O’Neill, Alan Zhu, Mihran Miroyan, Narges Norouzi, Joseph E. Gonzalez
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Copy First, Translate Later: Interpreting Translation Dynamics in Multilingual Pretraining
Felicia Körner, Maria Matveev, Florian Eichin, Gitta Kutyniok, Barbara Plank, Michael A. Hedderich
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CopyShield: A Cross-Level Benchmark of Copyright Defenses in LLMs
Maryam Alshehyari, Dushyant Singh Chauhan, Samuele Poppi, Martin Takáč, Salem Lahlou, Nils Lukas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoreMem: Riemannian Retrieval and Fisher-Guided Distillation for Long-Term Memory in Dialogue Agents
Jiaqi Chen, Yongqin Zeng, Shaoxiong Zhan, Shaoshen Chen, Yijian Zhang, Chunxia Ma, XiuTeng Zhou, Hai-Tao Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Correct Prediction, Wrong Steps? Consensus Reasoning Knowledge Graph for Robust Chain-of-Thought Synthesis
Zipeng Ling, Shuliang Liu, Seonil Son, Shenghong Fu, Yuehao Tang, Yao Wan, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Correlation-Flip Visual Injection for Hallucination Mitigation in Large Vision-Language Models
Jiaxuan Cao, Zeyu Shi, Longhua Li, Lei Wang, Lei Qi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Countdown-Code: A Testbed for Studying The Emergence and Generalization of Reward Hacking in RLVR
Muhammad Khalifa, Zohaib Khan, Omer Tafveez, Hao Peng, Lu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Counter with Evidence! A Multi-Agent Memory Efficient Reasoning Framework for Hate Category Informed Counterspeech Generation
Sujoy Nath, Aswini Kumar, Tanmoy Chakraborty
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Counter-GEO-Bench: Evaluating Defenses Against Information-Distorting Generative Engine Optimization
Bing Zheng, Zongyao Zhao, Wenming Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Counter-Stereotypic Evidence Is Not Enough: Unequal Uptake in LLMs
Jinxuan Wu, Bin Li, Xiangyang Xue
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CounterVid: Counterfactual Video Generation for Mitigating Action and Temporal Hallucinations in Video-Language Models
Tobia Poppi, Burak Uzkent, Amanmeet Garg, Lucas Resque Porto, Garin N. Kessler, YZ Yang, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara, Florian Schiffers
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation
Tianlei Chen, Jiao Ou, Ziyuan Liu, Ruiming Tang, Jian Liang, Han Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Counterfactual Constraint-Conditioned On-Policy Distillation for Multi-Constraint Instruction Following
Yanzhao Zheng, Yuanqiang Yu, Tianze Xu, Chao Ma, Zhentao Zhang, Jihuai Zhu, Baohua Dong, Hangcheng Zhu, Ruohui Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Creative Generation via Multi-Agent Debate: Does Debate Suppress Diversity?
Tien Anh Nguyen, Khanh-Binh Nguyen, Van Dai Do, Svetha Venkatesh, Hung Le
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Criterion-Activated Preference Synthesis: Attribution-Preserving Preference Data from Explicit Standards
Zian Wang, Pu Lu, Caishuang Huang, Wuwenxi, Meng Zhou, Xiku Du, Yang Qiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Critical or Compliant? The Double-Edged Sword of Reasoning in Chain-of-Thought Explanations
Eunkyu Park, Wesley Hanwen Deng, Vasudha Varadarajan, Mingxi Yan, Gunhee Kim, Maarten Sap, Motahhare Eslami
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cross-Centaur: Modeling Individual Decision-Making Across Psychological Tasks with Language Models
Hikaru Asano, Hidezo Suganuma, Ryutaro Mori, Yukino Baba
Natural Language Processing
日本大学: 東京大学
2026 · EMNLP
Cross-Corpus Depression Detection in Semi-Structured Clinical Interviews
Misha Sadeghi, Phuc Truong Loc Nguyen, Andreas Triantafyllopoulos, Mahdis Habibpour, Robert Richer, Lydia Helene Rupp, Lena Schindler-Gmelch, Marie Keinert, Malin Hager, Björn Schuller, Bernhard Egger, Matthias Berking, Bjoern Eskofier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cross-Decoder Retargeting of Soft Compressor for Long-Context Compression
Yanhan Ye, Zhijie Nie, Richong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cross-Lingual Alignment Without Joint Training: Do Monolingual Language Models Converge on Universal Representations?
Ej Zhou, Suchir Salhan, Catherine Arnett, Anna Korhonen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cross-Lingual LLM-Judge Transfer via Evaluation Decomposition
Ivaxi Sheth, Zeno Jonke, Amin Mantrach, Saab Mansour
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cross-Lingual Representation Alignment by Token-Level Optimal Transport in a Language-Agnostic Space
Taisei Yamamoto, Ryoma Kumon, Danushka Bollegala, Hitomi Yanaka [東北大学] [東京大学]
Natural Language Processing
日本大学: 東北大学 / 東京大学
2026 · EMNLP
Cross-Modal Emergent Misalignment Through Narrow-Domain Fine-Tuning
Han Zhu, Chengkun Cai, Pengcheng Wen, Yanxu Zhu, Jagmohan Chauhan, Lei Li, Yike Guo, Sirui Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cross-Preference Learning for Sentence-Level and Context-Aware Machine Translation
Ying Li, Xinglin Lyu, Junhui Li, Jinlong Yang, Hengchao Shang, Min Zhang, Shimin Tao, Daimeng Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cross-Version \Delta-Transfer of QLoRA-Trained Adapters
Yoshiki Kubota, Hirotada Honda, Takashi Sano, Shugo Nakamura
Natural Language Processing
日本大学: 東洋大学
2026 · EMNLP
Cross-lingual Biography Enrichment via Claim Extraction and Alignment
Yifei Song, Ziyang Chen, Emil Sayilov, Claire Gardent
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cross-lingual Representation Learning via Centroid Intervention Fusion
Wei Sun, Marie-Francine Moens
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CuRLRank: Adaptive Curriculum Reinforcement Learning for Reasoning-Intensive Reranking
Xin Kang, Yunxiao Zhao, Jiayang Zhang, Juncai Li, Zhichao Yan, XiaoQi Han, Ru Li, Delvin Ce Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cube Bench: A Controlled Diagnostic for Spatial and Sequential Reasoning in Multimodal Large Language Models
Dhruv Anand, Ehsan Shareghi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cultural Evolution Drives the Emergence of Conventions in Neural Emergent Communication
Maxime Toquebiau, Jérôme Botoko Ekila, Paul Van Eecke, Katrien Beuls
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cultural Moment Benchmark: Evaluating Video Cultural Reasoning and Grounding in Southeast Asia
Burak Satar, Zhixin Ma, Cheng Yu-Tong, Huy Hoang Tran, Phuong Anh Nguyen, Chong-Wah Ngo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Culturally-Aware Alignment for Multimodal Models via Group Reward Optimization for Southeast Asia
Longyin Zhang, Shuo Sun, Yingxu He, Won Cheng Yi Lewis, Bowei Zou, AiTi Aw
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CultureConverse: A Multilingual Multi-turn Simulation Harness for Culturally Grounded Assistance in East and Southeast Asia
Bryan Chen Zhengyu Tan, Weihua Zheng, Thong T. Doan, Bich Ngoc Doan, Jia Wang Peh, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Zhengyuan Liu, JinYeong Bak, Wafi Shamdi, Soo Kai Chie, Liew Yu Siong, Aina Azyyati Binti Mohamad Rezal, Lew Yan Yan Vanessa, Huadan Wu, Dylan Raharja, Nadya Yuki Wangsajaya, Akane Fukushige, Kazushi Kato, Koji Inoue, Tatsuya Kawahara, Jaehyung Seo, Dongjun Kim, Seungyoon Lee, Zi Haur Pang, Rui Yang Tan, Charibeth Ko Cheng, Maria Regina Justina Estuar, Jann Railey Montalan, Pham Minh Duc, Roy Ka-Wei Lee
Natural Language Processing
日本大学: 京都大学
2026 · EMNLP
CulturePRM: A Process Reward Model for Mitigating Cultural Overriding in Cultural Reasoning
Ji-Eun Han, Yoonseok Heo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CultureVidBench: Benchmarking Cultural Understanding in Text-to-Video Generation
Xianjing Han, Yuhan SU, Yang Deng, Dong Ma, Wee Peng Tay, Bin Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
C³T: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation Trees
Rifat Rafiuddin, Atriya Sen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
D3-Gym: Constructing Real-World Verifiable Environments for Data-Driven Discovery
Hanane Nour Moussa, Yifei Li, Zhuoyang Li, Yankai Yang, Cheng Tang, Tianshu Zhang, Nesreen K. Ahmed, Ali Payani, Ziru Chen, Huan Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DA-DLM: Explicitly Modeling Token Dependencies in Diffusion Language Models
Pengyu Ji, Zichen Zhang, Xiang Hu, Kewei Tu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DART: Low-Latency Parallel Drafting with Continuity-Aware Tree Pruning for Speculative Decoding
Fuliang Liu, Xue Li, Ketai Zhao, Yinxi Gao, Ziyan Zhou, Zhonghui Zhang, Wanchun Dou, Sheng Zhong, Zhibin Wang, Chen Tian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DARTS: Decoder-Aware Representation Tuning via Surgery for Model Merging
Aaryan Ajay Sharma, Sai Nishanth Padala, Seganrasan Subramanian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DCFA: Dual-view Causal-inspired Attribution for Failure Reasoning in LLM-based Multi-agent Systems
Zehao Wang, Lanjun Wang, Shilong Jin, Junjie Chen, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DCGC: Draft-Conditioned Global Correction for Complex Reasoning with Masked Diffusion Models
Minhae Oh, Nakyung Lee, Jungwoo Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DEAM: Diverse Embeddings for Arabic Multimodal Retrieval
Omer Nacar, Fatimah Mohamed Emad Elden, Rahaf Saeed Al Hallay, Mona A.Azim, Aya Hamod, Mohamed Zaytoon, Nour Qandos, Mohamed Abdelaziz, Israa Elhosiny, Yousra Alaa El-Ghawi, Serry Sibaee, Hadi Hamoud, Norah Naji Al-Zaid, Muhammed Ragab, Khloud Al Jallad
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DECENT: Distribution-aware Prototypical Calibration with Fine-grained Voting for VLM Misclassification Detection
Yijun Gong, Bohan Yang, Zhi Zhang, Yupeng Qin, Wenpeng Xing, Changting Lin, Meng Han, Ziyue Qiao, Xiao Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DEEPCHART: How Far are LLMs from Faithful Data-Science Chart Generation?
Jiahui Tang, Kuicai Dong, Dexun Li, Hongchao Gu, Haocheng Yu, Wei Han, Chen Zhang, Yong Liu, Hao Wang, Enhong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DEEPRUBRIC: Evidence-Tree Rubric Supervision for Efficient Reinforcement Learning of Deep Research Agents
Minghang Zhu, Chuyang Wei, Junhao Xu, Yilin Cheng, Zhumin Chen, Jiyan He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DELTA: Decoupling Latent Heterogeneity in Asymmetric Low-Rank Compression
Jialin Zhan, Fangxin Liu, Junjie Wang, Ning Yang, Li Jiang, Haibing Guan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DEPPO: Dual Experience Pool Policy Optimization for Long-Horizon Reinforcement Learning
Haosen Dong, Jiaxin Guo, Muyang Yan, Ye Yuan, Mengxi Jia, Hao Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DERELAB: Probing Defeasible Reasoning and Confirmation Bias in LLMs with a Generative Benchmark
Jayanta Sadhu, Sayem Shahad, Kenneth Marino
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DFlare: Scaling Up Draft Capacity for Block Diffusion Speculative Decoding
Jiebin Zhang, Zhenghan Yu, Song Liu, Eugene J. Yu, Zheng Li, Dawei Zhu, Jiangshan Duo, Weimin Xiong, Yifan Song, Guanghua Yu, Jianchen Zhu, Sujian Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DIANOIA: Diagnostic Decomposition and Joint Optimization for Multi-Agent Reasoning
Yiming Yang, Zhuoyuan Li, Fanxiang Zeng, Hao Fu, Yue Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DIPLOMAT: Dialogue-Span-Aware Direct Preference Optimization for Polite Persuasive Workplace Negotiation Dialogues
Bibhuti Jha, Rishikant Chigrupaatii, Priyanshu Priya, Asif Ekbal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DITING: Evaluating Sentence-Level Cultural Meaning in Web Novel Translation
Enze Zhang, Jiaying Wang, Mengxi Xiao, Jifei Liu, Zhiwei Hu, Ziyan Kuang, Rui Dong, Youzhong Dong, Mohsinul Kabir, Victor Gutierrez Basulto, Min Peng, Qianqian Xie, Sophia Ananiadou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DIVA: Exploiting Cross-Step Conditional Propagation for Visual Jailbreaks in Discrete Diffusion Vision-Language Models
Guorui Song, Runqing Tang, Jingye Zhang, Luyuan Zhang, Feice Huang, Cong Ray, Guocun Wang, Dake Zhong, Choo Sin Wai, Bingquan Dai, Chuming Wang, Tongxu Lin, Wanyu Guo, Haoqian Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DLawBench: Evaluating LLMs Through Multi-Turn Legal Consultation
Li Zhang, Yuzhen Shi, Yiran HU, Zhang Jingwen, Wenbo Lv, Yubo Ma, Wei Wang, Rongyao Shi, Yuanyang Qiu, Xu Xinran, Yuemeng Qi, Linlin Miao, Jaromir Savelka, Yun Liu, Kevin D. Ashley, Bing Zhao, HU Wei, Lin Qu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DMV-Bench: Diagnosing Long-Horizon Multimodal Agents’ Visual Memory with Incidental Cue Injection
Yujin Tang, Chenming Shang, Ruize Xu, Nikhil Singh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DP-ES: Differentially Private Evolution Strategies for Prompt Optimization
Ziniu Liu, Aiping Li, Yue Han, Han Yu, Junjian Zhang, Dong Zhu, Changjian Li, Shiqiang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DR^3-Eval: Towards Realistic and Reproducible Deep Research Evaluation
Qianqian Xie, He Zhu, Xueming Han, Qingheng Xiong, Tiantian Xia, Fanyu Meng, Jiakai Wang, Zhiqi Bai, Chengkang Jiang, Zhaohui Wang, Yubin Guo, Yuqing Wen, Jiayang Mao, Zijie Zhang, Shihao Li, Yanghai Wang, Yuxiang Ren, Junlan Feng, Jiaheng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DSAEval: Evaluating Data Science Agents on a Wide Range of Real-World Data Science Problems
Maojun Sun, Yifei Xie, Yue Wu, Ruijian Han, Binyan Jiang, Defeng Sun, Yancheng Yuan, Jian Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments?
Mizanur Rahman, Mohammed Saidul Islam, Ridwan Mahbub, Md Tahmid Rahman Laskar, Shafiq Joty, Enamul Hoque Prince
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DSEffi-Bench: Demystifying Large Language Models’ Capability in Efficient Data Science Code Generation
Zhihao Gong, Junzhe Yu, Dong Huang, Zeyu Sun, Jie M. Zhang, Dan Hao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DSPA: Dynamic SAE Steering for Data-Efficient Preference Alignment
James Wedgwood, Aashiq Muhamed, Mona T. Diab, Virginia Smith
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DSR-SQL: Dual-Schema Reasoning for Text-to-SQL and PI-MCE Optimized Schema Linking
Hu Lu, Fanghao Li, Dongqi Han, Yao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DUPO: Dual-Mode Unified Policy Optimization for Tool-Using Agents
Zexin Hu, Mu Hu, Lijuan Yang, Yisen Wang, Xiaogang Zhu, KangJian Jiao, Yu Fu, Lihong Gu, Zhiyong Wang, Kun Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DVD: A Robust Method for Detecting Variant Contamination in Large Language Model Evaluation
Renzhao Liang, Jingru Chen, Bo Jia, Bo Deng, Chenggang Xie, Yidong Wang, Ke Jin, Xin Wang, Linfeng Zhang, Cunxiang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DYNAMO: Dynamic Skill-Tool Evolution for Vision-Language Agents
Yutao Sun, Yanting Miao, Hao-Xuan Ma, Mengyu Zhou, Mingshuai Chen, Tiancheng Zhao, Dexin Wang, Lei Lv, Li Xu, Xiaoxi Jiang, Guanjun Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dango: A Strictly L1-Only Large Language Model for Studying Second Language Acquisition
Shiho Matta, Yin Jou Huang, Fei Cheng, Takashi Kodama, Hirokazu Kiyomaru, Yugo Murawaki
Natural Language Processing
日本大学: 京都大学
2026 · EMNLP
Data Efficient Sample Selection for In-Context Learning
Venktesh V, Cem Levi, Avishek Anand
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DataShield: Uncovering Risky Fine-Tuning Data Across LLMs Through Consensus Subspace Alignment
Zefeng Wu, Weiwei Qi, Jielong Chen, Tianhang Zheng, Di Hong, Chaochao Lu, Liang He, Zhan Qin, Kui Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DataSight: Learning to Predict Before Executing for Data Analysis Agents
Shangke Lyu, Zhe Zheng, Linjuan Wu, Yan Yu, Xuan Zhang, Jin Ma, Yongliang Shen, Weiming Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DeARAG: Decoupled Agentic RAG for On-Device and Precise Multi-Hop Question Answering
Qiuchang Shi, Tianqi Liu, Feng Zhang, Peng Chen, Jianjun Liu, Gaoyun An
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Debate-aware Learning Makes LLMs Genuine Debaters
Yufei Zhang, Kai Xiong, Yuxiong Yan, Bibo Cai, Xiao Ding, Bing Qin, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Debating the Unspoken: Role-Anchored Multi-Agent Reasoning for Half-Truth Detection
Yixuan Tang, Yirui Zhang, Hang Feng, Anthony Kum Hoe Tung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Debias-SparseGPT: Bias-Aware Pruning for Large Language Models
Irina Proskurina, Guillaume Metzler, Antoine Gourru, Julien Velcin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DebugLM: Learning Traceable Training Data Provenance for LLMs
Wenjie Jacky Mo, Qin Liu, Xiaofei Wen, Wenxuan Zhou, Zhe Zhao, Muhao Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DecSelfMask: Leveraging Unlabeled Text via Self-Relevance-Guided Masking for Decoder-Only Classification
Pietro Ferrazzi, Matteo Merler, Giovanni Bonetta, Alberto Lavelli, Bernardo Magnini
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Decoding Diffusion Language Models with Foreseeing Movement
Yichuan Mo, Quan Chen, Mingjie Li, Zeming Wei, Yisen Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Decoding One Safety Trigger Token for Balancing Safety and Usability in Large Language Models
Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Decompose, Look, and Reason: Reinforced Latent Reasoning for VLMs
Mengdan Zhu, Senhao Cheng, Liang Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Decomposing Visual Histories with Vision-Language Agents: Hierarchical Temporal Guidance for Compositional Image Generation
Lujundong Li, Mingxu Zhang, Songning Lai, Jiayu Yang, Yuxuan Fan, Ziwei Xie, Feng Liu, Changwang Zhang, Jun Wang, Dazhong Shen, Ying Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Deconstructing Memorization and Generalization: Dual-Level Calibration of Membership Inference Attacks for Large Vision-Language Models
Xiaofan Zheng, Xinghao Wang, Minnan Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Deconstructing Spatial Complexity: Hierarchical Decomposition for LLM Spatial Reasoning
Yi Wang, Haojie Lu, Chen Li, Sihong Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Decouple to Forget: Semantic Mediation for Sensitive Unlearning in Large Language Models
Jingyue Cong, Andy Song, Yang Yu, Tabinda Sarwar, Xinshu Li, Ziqi Xu, Xun Yi, Ke Wang, Bo Han, Estrid He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Decoupled Contrastive Decoding via Expert-Aligned Drafting
Zhixuan Liu, Zhichen Dong, Yuanfu Wang, Chao Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Decoupling Turn-Taking from Semantics: A Decoupled Data Approach for Finite-State-Machine-Based Full-Duplex Dialogue
Yihang Li, Chenhui Chu
Natural Language Processing
日本大学: 京都大学
2026 · EMNLP
Deep and shallow biases in language models
An Vo, Vy Tuong Dang, Khai-Nguyen Nguyen, Emilio Villa-Cueva, Thamar Solorio, Anh Totti Nguyen, Daeyoung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DeepSEA: A Multilingual Evaluation Benchmark for Southeast Asia
Jiuzhou Han, Abhishek Bijay Mishra, Trevor Cohn, Shubham Mittal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment
Xinyu Geng, Xuanhua He, Sixiang Chen, Yanjing Xiao, Fan Zhang, Shijue Huang, Haitao Mi, Zhenwen Liang, Tianqing Fang, Yi R. Fung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer Decoding
Sining Zhoubian, Xuanming Zhang, Yuxuan Chen, Tianyi Tang, An Yang, Sean Du, Chujie Zheng, Fei Huang, Dayiheng Liu, Gao Huang, Jingren Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Defending Agentic Fact-Checking Against Adversarial Attacks
Fanzhen Liu, Tingyang Xu, Xixun Lin, Haolong Xiang, Ge Zhang, Anan Du, Shuchao Pang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Delegated Misalignment: How Multi-Agent Structures Amplify LLM Safety Risks
Zonghao Ying, Jiaqi Yan, Huize Luo, Quanchen Zou, Aishan Liu, Xianglong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Delta-Crosscoder: Robust Crosscoder Model Diffing in Narrow Fine-Tuning Regimes
Aly M. Kassem, Thomas Jiralerspong, Negar Rostamzadeh, Golnoosh Farnadi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
DeltaMem: Towards Agentic Memory Management via Reinforcement Learning
Qi Zhang, Shen Huang, Liuchu, Shouqing Yang, Xiaomeng Hu, Pengjun Xie, Haobo Wang, Junbo Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Dementia-R1: Reinforced Pretraining and Reasoning from Unstructured Clinical Notes for Real-World Dementia Prognosis
Choonghan Kim, Hyunmin Hwang, Hangeol Chang, Jaemin Kim, Jinse Park, Jae-Sung Lim, Jong Chul Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Demographic Prompting at Scale: When More Attributes Hurt LLM–Human Agreement
Mahammed Kamruzzaman, Shrabon Kumar Das, Gene Louis Kim
Natural Language Processing
日本大学: 関与なし（対象大学）