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
BiG-SURE - Bipartite Graph for Semantic Uncertainty and Reliability Estimation of LLMs
Debarpan Bhattacharya, Malay Phadke, Sriram Ganapathy
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
BiMTokenizer: Preserving Semantic-Acoustic Balance in Low-Bitrate Speech Tokenization via Bidirectional State-Space Modeling
Xin Zhang, Lin Li, Chuanbo Liu, Jianquan Liu, Kong Aik Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bias Before Disclosure: A Behavioral Audit of LLM Assistants Under User-Identity Uncertainty
Hitesh Laxmichand Patel, Srikant Panda, Amit Agarwal, Tejaswini Kumar, Bhargava Kumar, Karan Dua, Jyotika Singh, Taki Hasan Rafi, Mithil Bangera, Yeshil Bangera, Gouthami Vadithya
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring
Huy Nghiem, Phuong-Anh Nguyen-Le, Sy-Tuyen Ho, Hal Daumé III
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Black-Box Membership Inference via Word-Level Probability Estimation
Shengjie Niu, Yeheng Ge, Jian Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Boosting Text-to-Chart Retrieval through Synthesized Hierarchical Insights
Yifan Wu, Lutao Yan, Yizhang Zhu, Yenchi Tseng, Yong Wang, Jiannan Wang, Nan Tang, Yuyu Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies
Yuqiao Tan, Minzheng Wang, Shizhu He, Huanxuan Liao, Chengfeng Zhao, Tian Liang, Jun Zhao, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Boundary-Aware Expert Ordering Preservation with Next-Router Supervision for MoE Quantization
Hancheol Park, Geonho Lee, Tae-Ho Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Branch Later, Compute Less, Think Better: Adaptive Depth Parallelism for Efficient Parallel Prefix-Tuning
Mingqian Zhang, Mouxiang Chen, Zhongxin Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Breaking Bored? SciMemeX: Towards Automatic Generation of Scientific Memes from Research Articles
Sandeep Kumar, Asif Ekbal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Breaking Causality in LLM Training with Sparsity and Quantization
George Retsinas, Anjulie Agrusa, Oleg Rybakov, Nicholas Knight, Mikail Khona, Chong Yu, Tijmen Blankevoort, Jeff Pool
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning
Junha Jung, Minbyul Jeong, Suhyeon Lim, Sungwook Jung, Jaehoon Yun, Taeyun Roh, Mujeen Sung, Jaewoo Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Breaking Temporal Ambiguity: Linguistic Temporal Knowledge Transfer for Weakly-Supervised Action Localization
Zhilin Li, Shining Wu, Yixin Zhang, Chuandong Cheng, Zilei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Breaking the Likelihood Trap: Variance-Calibrated Modulation for Large Language Model Decoding
Yuanhao Ding, Meimingwei Li, Esteban Garces Arias, Matthias Aßenmacher, Christian Heumann, Chongsheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
BreastGPT: A Multimodal Large Language Model for the Full Spectrum of Breast Cancer Clinical Routine
Yang Liu, Jiajin Zhang, Danyang Tu, Yaojun Hu, Jiao Qu, Jiuyu Zhang, Yu Shi, Wei Fang, Shi Gu, Ling Zhang, Yingda Xia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bridge Routing Heads: Where Multilingual Multi-hop Reasoning Lives in LLMs
Seunghan Kim, Minyeong Choe, Hyunil Kim, Haehyun Cho
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
BridgeGap: Belief-Grounded Training for Medical Dialogue Agents
Weijun Li, Tao Yang, Jiayu Yang, Fei Chao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bridging Generation and Parsing: Collaborative Self-Distillation for Zero-shot Multi-Intent Spoken Language Understanding
Aziguli Wulamu, Ao He, Dezheng Zhang, Jun Li, Xinyuan Qian, Zhihong Zhu, Libo Qin, Bowen Xing
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bridging Modality Disconnect in Self-Reflection via Closed-Loop Visually Grounded Verification
Haoyu Zhang, Zhi Gao, Pengxiang Li, Xintong Zhang, Yuwei Wu, Rui Gao, Mingyang Gao, Xuanyan Chen, Anqian Cen, Che Sun, Yunde Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bridging Text and Structure via Latent Query Refinement for Knowledge Graph Completion
Chunmiao Yu, Zikang Wang, Tianyi Luo, Jiaojiao Wang, Zhidong Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bridging Time Series and Language via Query-Adaptive Multi-Granularity Routing for Temporal Reasoning
Hyuna Jeon, Jaeyoung Lee, Misuk Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bridging the Consistency Gap: A Noun Bank Augmented Framework for Low-Cost Long Text Translation
Tao Chen, Mao Zheng, Zheng Li, Zhang Zheng, Bo Lv
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bridging the Temporal Gap: A New Benchmark and Dynasty-aware Adaptation Framework for Ancient Chinese WSD
Yuzhi Liang, Xinrong Zhu, Lixiang Ma, Zhixiong Wan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Broken Symmetry in LLM Refusal: Answer Release Is More Local Than Refusal Restoration
Yiqi Liu, Yang Wang, Songxin Wang, Chenghao Xiao, Chenghua Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
BrowseComp-Verify: Benchmarking Self-derived Verification Agents in Web Search
Guanzhen Li, Shijie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Building Auditable AI Text Detectors with Sparse Autoencoders
Liam Dugan, Callum Stuart McDougall, Matthew Denton, Philip Pham, Christine Kaeser-Chen, Chris Callison-Burch
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Bulbul: A Dataset for Dialectal Arabic Speech Recognition
Ahmed Ashraf, Aisha Alansari, Fadel Al Abbas, Nada Almarwani, Samah Aloufi, Saad Ezzini, Maged S. Al-shaibani, Doaa Dalaq, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed, Mohamed Mehdi Trigui, Dania Refai, Layan Refai, Mohamed Akrout, Mustafa Jarrar, Wasfi G. Al-Khatib, Alaa Dalaq, Darin El-Nakla, Samir Abdaljalil, Abdulrahman Al-Fakih, Nour El Imane Zeghib, Moussa Redah, Salmane Chafik, Mohamed El-Attar, Rima Grati, Sarah Kohail, Malak Alkhorasani, Khadijah Al Safwan, Ismail Mohmmed Mudhaffar, Ali Altam, Ahmed Al-Shaikh, Adnan Mahyoub Ahmed Saeed, Hamzah Luqman
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
By Their Fruits You Will Know Them: Comparing Formalizations of Law by the Decisions They Encode
Julius Vernie, Matthias Grabmair
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CAD-Mark: Context-Aware Distributional Watermarking for Robust LLM-Generated Text Detection
Zhaoheng Huang, Dacheng Wen, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen, Fangzhao Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CALIBURN: Self-Calibrated LLM Unlearning Alignment
Zhengbang Yang, Yisheng Zhong, Junyuan Hong, Zhuangdi Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CALM: Class-Conditional Sparse Attention Vectors for Large Audio-Language Models
Videet Mehta, Liming Wang, Hilde Kuehne, Rogerio Feris, James R. Glass, Muhammad Jehanzeb Mirza
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CAME: Company-Aware Evidence-Memory Experts for Interpretable Quarter-Ahead Revenue Forecasting
Ya-Wen Wu, Meng-Fen Chiang, Kuang-Da Wang, Wen-Chih Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CAPTR: Caption-based Context Pruning for Multimodal Tabular Reasoning
Prasham Titiya, Leon Engländer, Gaurav Najpande, Tampu Ravi Kumar, Iryna Gurevych, Vivek Gupta
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CARE: Contrastive Anchor-based Rubric Evolution for Large Language Model Post-Training
Siyuan Li, Xinxin Song, Chen Ruinian, Jingjing Fan, Tingxiong Xiao, Yangen Hu, Ke Zeng, Jinli Suo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CAS: Conformalized Agentic Search via Adaptive Retrieval and Policy Weighting
Zixi Zhu, Jiayuan Su, Jian Zhang, Yu Lin, Hongwei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CASG: Drive Text to IDs for Sequential Recommendation via Collaboration-Aware Spectral Guidance
Yichen Liu, Lianyue Zhang, Cong Xu, Zhangchi Zhu, Yanyu Chen, Yunhang He, Jun Wang, Wei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CAST: Critique-Aware Supervision for Training Reliable Long-Horizon Tool-Calling Agents
Amir Saeidi, Zehua Zhang, Rishitosh Kumar Singh, Naman Ahuja, Vivek Gupta, Ali Payani, Gaowen Liu, Jayanth Srinivasa, Chitta Baral
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CASTLE: A Comprehensive Benchmark for Evaluating Student-Tailored Personalized Safety in Large Language Models
Rui Jia, Ruiyi Lan, Fengrui Liu, Zhongxiang Dai, Bo Jiang, Jing Shao, Jingyuan Chen, Guandong Xu, Fei Wu, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CATMark: A Context-Aware Thresholding Framework for Robust Cross-Task Watermarking in Large Language Models
YU Zhang, Shuliang Liu, Yang Xu, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CAVD-Guard: Defending Against Token Fragmentation Jailbreaks via Attention Footprints
Junjie Xu, Zicheng Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CAVEWOMAN: How Large Language Models Behave Under Linguistic Input and Output Compression
Morayo Danielle Adeyemi, Ryan A. Rossi, Franck Dernoncourt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CCStories: Improving the Safety and Age-Appropriateness of LLM-Generated Chinese Children’s Stories
Jiaxu Zhao, Qin Zhang, Xiaoxing Wang, Liang Ding, Yulong Pei, Xiaojun Chen, Meng Fang, Tanja Käser, Mykola Pechenizkiy
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CERVINO: A Large-Scale Eye-Tracking Resource of Italian Legal Texts
Calogero Jerik Scozzaro, Matteo Delsanto, Sara Pasquet, Luisa Revelli, Antonio Mastropaolo, Daniele P. Radicioni
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CForce: Boosting Parallel Decoding for dLLMs via Consistency Forcing
Yuji Ren, Chenkai Xu, Zhuocheng Gong, Jianguo Li, Zhijie Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CIVI: A Framework for Diagnosing Search Agent Failures in Civic Information
Dingying Liu, Yunshun Zhong, Wentao Zhang, Yiyuan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CLAAS: Conditional LVLM-enabled Attribute-Aware response Simulation for Public Health Education
Anh N Nhu, Jenna Yang, Laura Yu Zheng, Sylvette La Touche-Howard, Tracy M. Zeeger, Ming Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CLARUS: Hierarchical Hypergraph Modeling for Unsupervised Discharge Summarization
Gaetano Cimino, Mir Rayat Imtiaz Hossain, Laura De Santis, Amirhossein Abaskohi, Raymond T. Ng, Giuseppe Carenini, Vincenzo Deufemia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CLASP: A Closed-Loop Behavior Alignment Framework for Social Media Agent Simulation
Laisong Li, Shanfeng Wang, Wei Xie, Zhenhua Wang, Zhenhao Luo, Baosheng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CLASP: Collaborative Latent Alignment from Semantic Preference Descriptions for Natural Language based Recommendation
Dilan Dinushka, Antoine Ledent, Hady W. Lauw
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CLEAR: Context Augmentation from Contrastive Learning of Experience via Agentic Reflection
Linbo Liu, Guande Wu, Han Ding, Yawei Wang, Qiang Zhou, Yuzhe Lu, Zhichao Xu, Huan Song, Panpan Xu, Lin Lee Cheong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CMIE: Cross-Modal Interaction Erasure for MLLM Safety Unlearning via Counterfactual Localization and Subspace Nullification
Jiatian Cao, Linyi Cai, Mengqi Wang, Jinduo Liu, Junzhong Ji, Yongping Du, Honggui Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CODA: Mitigating Over-Refusal and Jailbreaks in Large Language Models via Codebook-Orthogonal Direction Alignment
Feng Huang, Yunqi Zhang, Qiang Huang, Qing Yu, Yongfeng Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CODE: A Contradiction-Based Overthinking Attack Framework for Prolonging Retrieval-Augmented Generation
Xiaolei Zhang, Xiaojun Jia, Liquan Chen, Songze Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
COIN: A Live, Large-scale Benchmark for Semantics-to-Input Code Reasoning
Jiho Kim, Cen Zhang, Youngjoon Kim, Dongkwan Kim, Brian Junekyu Lee, Dae R. Jeong, Taesoo Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
COLLABMEM: A Diagnostic Benchmark for Collaborative Memory Operations in Multi-Agent LLM Systems
Shun Wu, Di Wu, XueYou Zhang, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
COPILOT: Controlling Fine-grained Provider Preference in LLM Recommendations
Xiaoyu Zhang, Yimin Ding, Qingshuang Bao, Chenhao Lin, Chao Shen, Bo Yang, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CORE-Bench: A Comprehensive Benchmark for Code Retrieval in the Era of Agentic Coding
Fuwei Zhang, Yanzhao Zhang, Mingxin Li, Dingkun Long, Lexiang Hu, Pengjun Xie, Fuzhen Zhuang, Zhao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CORE-T: COherent REtrieval of Tables for Text-to-SQL
Hassan Soliman, Vivek Gupta, Dan Roth, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CORTEX: High-Quality Cross-Domain Organization of Web-Scale Corpora through Ontological Corpus Graph
Chengtao Gan, Xiaoke Guo, Yushan Zhu, Zhaoyan Gong, Zhiqiang Liu, Songze Li, Huajun Chen, Wen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
COSE: Confidence-Orchestrated Self-Evolution for Effective LLM Reasoning
Bowen Wei, Nan Wang, Yuqing Zhou, Jinhao Pan, Ziwei Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CPJudgeBench: Meta-Evaluation of LLM Judges for Constraint Programming through Solution-Space Semantics
Nastaran Moradzadeh Farid, Alireza Taghizadeh, Tommaso Di Noia, Yashar Deldjoo, Sara Shafiee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CPR for LLMs: Critical-Point Routing against Catastrophic Forgetting in Domain Adaptation
Kwangmin Ki, Yunhun Nam, Jongheon Jeong, Jaehyung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CRAM: Centroid-Routing and Adaptive MoE for Multimodal Continual Instruction Tuning
Jun-Tao Tang, Zhen-Hao Xie, Yu-Cheng Shi, Da-Wei Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CRICO: A Certified Robustness Framework via Input-Dependent Covariance Optimization
Shudi Guo, Bin Liu, Shihai Wang, Tengfei Shi, Yu Liu, Haoran Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CRISP: Cliff-awaRe Input-adaptive Sparse Prefilling with Structural-Mass-Motivated Routing
Huy Huu Nguyen, Chien Van Nguyen, Franck Dernoncourt, Ryan A. Rossi, Linh Ngo Van, Jieyang Chen, Thien Huu Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CROG: Coverage-aware Reasoning Optimization on Graphs for Multi-hop Question Answering
Junli Liang, Pengfei Zhou, Rui Lv, Wangqiu Zhou, Qi Song, Xiang-Yang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CRU-Reason: Knowledge Graph-Grounded and Interpretable Clinical Prediction with Clinical Rationale Units
Zihang Liu, Linhao Luo, Zhangchi Qiu, Shigeng Chen, Haishuai Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CSAVocoder: A Causal Spatial Audio Vocoder Towards Real-Time Spatial Audio Generation
Zhiyuan Zhu, Han Wang, Wenxiang Guo, Yu Zhang, Changhao Pan, Rui Yang, Zhou Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CURP: Codebook-based Continuous User Representation for Personalized Generation with LLMs
Liang Wang, Xinyi Mou, Xiaoyou Liu, Xuanjing Huang, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CWoMP: Morpheme Representation Learning for Interlinear Glossing
Morris Alper, Enora Rice, Bhargav Shandilya, Alexis Palmer, Lori Levin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CYPHERTURN: A Multi-Turn Benchmark for Conversational Text-to-Cypher Evaluation and the Autonomy Divergence
Yuzhe Zhang, Weijie Zhu, Haolin Yang, Ziyun Zhang, Xianwei Xue, Mengke Chen, Qiutong Pan, Huaqian Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CacheSpec: Finding the Sweet Spot for Small Models in Large Language Models
Jingquan Chen, Jie Feng, Jinghua Piao, Shaogang Hu, Yong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Calibrated Tree-Structured Speculative Decoding: Mitigating Overconfidence via Path-Level Calibration
Zixian LI, Xiaohui Song, Chi Xie, Ke Chen, Chen Chen, Haonan Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Calibrating Student Models via Uncertainty-Integrated Distillation
Ruixuan Zhang, Hongye Tan, Zhiwei Hu, XiaoQi Han, Ru Li, Jeff Z. Pan, Victor Gutierrez Basulto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Call Neighbours Yourself: Graph Walks with Destination-Conditioned On-Policy Self-Distillation
Yilun Liu, Boyu Luo, Yanran Tang, Ruihong Qiu, Zi Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Camellia: Benchmarking Cultural Biases in LLMs for Asian Languages
Tarek Naous, Anagha Savit, Carlos Rafael Catalan, Geyang Guo, Jaehyeok Lee, Kyungdon Lee, Lheane Marie Dizon, Mengyu Ye, Neel Kothari, Sahajpreet Singh, Sarah Masud, Tanish Patwa, Trung Thanh Tran, Zohaib Khan, Alan Ritter, Tanmoy Chakraborty, Yuki Arase, Keisuke Sakaguchi, JinYeong Bak, Wei Xu
Natural Language Processing
日本大学: 東京科学大学 / 東北大学
2026 · EMNLP
CamoDocs: A Poisoning Attack Against Retrieval-Augmented Language Models Using Camouflaged Documents
Jaewon Jung, Haizhong Zheng, Hongsun Jang, Jaeyong Song, Beidi Chen, Jinho Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can AI Agents Answer Your Data Questions? A Benchmark for Data Agents
Ruiying Ma, Shreya Shankar, Ruiqi Chen, Adit Chintamaneni, Yiming Lin, Sepanta Zeighami, Rajoshi Ghosh, Abhinav Gupta, Anushrut Gupta, Tanmai Gopal, Aditya Parameswaran
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can Activation Steering Capture Multidimensional Authorship Style?
Hieu Tran, Calvin Bao, Marine Carpuat
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can Crowdsourcing Survive the LLM Era? A Community Survey on Human Data Collection
Aswathy Velutharambath, Neele Falk, Sofie Labat, Tarun Tater, Amelie Wuehrl
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can Generalist Agents Automate Data Curation?
Feiyang Kang, Hanze Li, Adam Nguyen, Mahavir Dabas, Jiaqi W. Ma, Frederic Sala, Dawn Song, Ruoxi Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can Heterogeneous Language Models Be Fused?
Shilian Chen, Jie Zhou, Qin Chen, Wen Wu, Xin Li, Feng Qi, Liang He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can Humans Dream of Electric Sheep? Human-Written Samples for Fine-Grained Vision-and-Language Hallucination Benchmarking
Timothee Mickus, Claudio Savelli, Eduardo Calò, Emilio Raimond, Stella Frank, Hengyu Luo, Flavio Giobergia, Vincent Segonne, Chuyuan Li, Aman Sinha, Lorenzo Vaiani, Jörg Tiedemann, Raúl Vázquez
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can LLM-as-a-Judge Reliably Verify Rubrics in Agentic Scenarios?
Yangda Peng, Yunjia Qi, Haotian Xia, Guanzhong He, Xintong Shi, Richeng Xuan, Songyuanyi Lu, Yixian Liu, Zhichao Hu, Lliu Yuhong, Hao Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can LLMs Follow Medical Expert Logic? A Benchmark for Hierarchical Logical Consistency in Risk-of-Bias Assessment
Jiayu Huang, Zichen Tang, Qianhui Ling, Zemin Kuang, Haihong E
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can LLMs Reliably Self-Report Adversarial Prefills, and How?
Quang Minh Nguyen, Uzair Ahmed, Taegyoon Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can LLMs Take the Pulse of the Economy? A Real-Time Evaluation of LLM Nowcasts on Macroeconomic Indicators
Xinyue Zhao, Ruiyi Zhang, Liqin Ye, Rui Cao, Pengtao Xie, Sudheer Chava
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can LLMs Use Linguistic Uncertainty Markers to Reliably Reflect Intrinsic Confidence?
Gabrielle Kaili-May Liu, Arman Cohan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can Large Language Models Forecast What Researchers Study Next?
Fenghai Li, Zihan Tang, Haofei Yu, Yining Zhao, Jiaxuan You
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can Large Language Models Handle Discourse Particles? A Case Study of Colloquial Malay
Mariah Al Giptiah Binte Yusoff, Jakin Tan, Bocheng Chen, Guangliang Liu, Xi Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can MLLMs Perceive and Describe Medical Image Quality Beyond Scores?
Jiyao Liu, Jinjie Wei, Wanying Qu, Chenglong Ma, Junzhi Ning, Yunheng Li, Ying Chen, Jiafan Zhang, Pengcheng Chen, Xin Gao, Ming Hu, Xin Wang, Shujian Gao, Dingkang Yang, Zhongying Deng, Jin Ye, Lihao Liu, Junjun He, Ningsheng Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can MLLMs Read the Room? A Multimodal Benchmark for Assessing Deception in Multi-Party Social Interactions
Caixin Kang, Yifei Huang, Liangyang Ouyang, Mingfang Zhang, Ruicong Liu, Yoichi Sato
Natural Language Processing
日本大学: 東京大学
2026 · EMNLP
Can Persona-Conditioned Language Agents Simulate Counterfactual Online Discourse Dynamics?
Zhixiang Lu, Botao Zheng, Xueyuan Deng, Chong Zhang, Peiyu Hu, Mian Zhou, Jionglong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can Retrieval Heads See Images? Multimodal Retrieval Heads in Long-Context Vision-Language Models
Aaron Branson Cigres Li, Zhaowei Wang, Yu Zhao, Yiming Du, Haobo Li, Xiyu Ren, Ginny Wong, Simon See, Lishu Luo, Haodong Duan, Pasquale Minervini, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can Segmentation Models Understand the World? Proactive Affordance Reasoning via Vision-Grounded Chain-of-Thought
Yuchen Guo, Junli Gong, Hongmin Cai, Yiu-ming Cheung, Weifeng Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can Vision-Language Models Solve the Shell Game?
Tiedong Liu, Wee Sun Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can We Still Trace L1 Signals? Investigating the Resilience of Native Language Signals in the LLM Era
Nabelanita Utami, Ryohei Sasano
Natural Language Processing
日本大学: 名古屋大学
2026 · EMNLP
Can Workflow Search Be Amortized? Demonstration-Guided Synthesis of LLM Agent Workflows
Shiyi Du, Jiayuan Liu, Weihua Du, Yue Huang, Jiayi Li, Yingtao Luo, Xiangliang Zhang, Vincent Conitzer, Carl Kingsford
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Can Your Agent Read the Source Faithfully? Benchmarking MLLM Agents on Source-Grounded Multimodal Retrieval
Wentao Gao, Shizhou Huang, Junling Zhuang, Advitya Garg, Mohammad Hasibur Rahman, Mengliang Zhang, Qin Qin, Yu Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Canonical Color as a Lens into Concept Decodability in Vision Encoders and VLMs
Xiaofu Chen, Stella Frank, Yova Kementchedjhieva
Natural Language Processing
日本大学: 関与なし（対象大学）