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
CapRiCorn-1K: A Comprehensive Benchmark for Video Captioning and Subject Referential Consistency Across Temporal Scales
Xinlong Chen, Jiafu Tang, Yue Ding, Yizhuo Jia, Bozhou Li, Bohan Zeng, Yang Shi, Shihao Li, Yiyan Ji, Qiang Liu, Weihong Lin, Yuanxing Zhang, Pengfei Wan, Liang Wang, Tieniu Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Capable but Careless: Do Computer-Use Agents Follow Contextual Integrity?
Anmol Goel, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning Supervision
Pengcheng Wang, Haoxiang Liu, Yang Dai, Xiangxiang Zeng, Guanhua Chen, Baotian Hu, Longyue Wang, Weihua Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Caption-once, Frames-on-Demand: Visual-Need Routing for Budget-Aware Agentic Long Video Understanding
Weitong Cai, Hang Zhang, Yukai Huang, Yiqiao Xie, Shan Gao, Jiankang Deng, Songcen Xu, Jifei Song, Zhensong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cascade-SC: A Pareto-Efficient Cross-Model Cascade for Test-Time Reasoning
Minghan Li, Siqi Zhao, Luoliang Hua, Guodong Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Case2Flow: Bridging Patient Cases and Guideline Flowcharts through Multimodal Retrieval
Jiale Wei, Yufan Chen, Alexander Jaus, Zdravko Marinov, Julian Friedrich, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning
Yilong Li, Suman Banerjee, Tong Che
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Categorize Early, Integrate Late: Divergent Processing Strategies in Automatic Speech Recognition
Nathan Roll, Pranav Bhalerao, Martijn Bartelds, Arjun Pawar, Yuka Tatsumi, Tolúlopé Ògúnrèmí, Chen Shani, Calbert Graham, Meghan Sumner, Dan Jurafsky
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CauSight: Learning to Supersense for Visual Causal Discovery
Yize Zhang, Meiqi Chen, Sirui Chen, Bo Peng, Yanxi Zhang, Tianyu Li, Chaochao Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CauTab: Counterfactual Tabular Data Synthesis with Functional and Causal-Dependency Constraints
Xingyu Yang, Mingchuan Ma, Dexuan Xu, Xiangyang Long, Yu Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Causal Abstention for Cost-Aware Language-Agent Collaboration
Lei Wei, Ruiyang Huang, Zhaolu Kang, Qi Liu, Xiao Peng, Haoran Liu, Zonghao Ying, Haoyu Wang, Ye Shen, Xu Dong, Hongyu Li, Kesu Wang, Yukun Lian, Sicong Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Causal Interventions on Continuous Variables: A Case Study on Verb Bias in Steering Vectors for In-Context Learning
Zhenghao Herbert Zhou, R. Thomas McCoy, Robert Frank
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Causal Probing for Internal Visual Representations in Multimodal Large Language Models
Zehao Deng, Tianjie Ju, Zheng Wu, Liangbo He, 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
Causal Tongue-Tie: LLMs Can Encode Causal Direction, But Their Yes/No Outputs Fail to Express
Ziyi Ding, Xiao-Ping Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CausalChapter: Improving Long-Form Video Chaptering with Interventional Dependency Modeling
Xinran Duan, Guozhang Li, Yaoyao Zhong, Mei Wang, Lizhi Wang, Hua Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CausalTAD: Injecting Causal Knowledge into Large Language Models for Tabular Anomaly Detection
Ruiqi Wang, Ruikang Liu, Runyu Chen, Haoxiang Suo, Zhiyi Peng, Zhuo Tang, Changjian Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CebIDN: A Computational Framework for Cebuano Idiom Identification, Disambiguation, and Normalization
Adrian P. Vaflor, Robert R. Roxas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CentralKV: Compressing Long-Context LLMs via Attention-Graph Centrality
Yusen Wu, Huang Yinjun, Jia Yee Tan, Hao Li, Rongfeng Guo, Liang Fan, Jiachen Luo, Guangyuan Dong, Sike Xiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ChJGBench: A Comprehensive Benchmark for Chinese Legal Judgment Generation with Diagnostic Evaluation
Yinghao Hu, Linggang Kong, Qian Xiao, Yuting Huang, Yunlong Zhang, Yujie Zhang, Yiquan Wu, Fei Duan, Kaisong Song, Jun Lin, Kun Kuang, Fei Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ChainSWE: Benchmarking Coding Agents on Multi-Bug Software Maintenance
Qirui Jin, Lingching Tung, Kenan Li, Qiyang Shi, Yushi She, Huanzhong Jia, Harrison Zhao, Kejing Xia, Zhenbang Du, Jiaxin Pei, Zhenyu Zhang, Zhen Qi, Yuyan Duan, Wenke Lee, Zijian Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CharLOTTE: Orthographic Correspondence-Based Data Unification Enhances Cross-Lingual Transfer in Low-Resource NMT
Brendan T. Hatch, Peter K. Bickel, Eric K. Ringger, Stephen D. Richardson
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ChartAttack: Testing the Vulnerability of LLMs to Malicious Prompting in Chart Generation
Jesus-German Ortiz-Barajas, Jonathan Tonglet, Vivek Gupta, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ChartREG++: Benchmarking and Improving Chart Referring Expression Grounding under Diverse referring clues and Multi-Target Referring
Tianhao Niu, Ziyu Han, Xuan Dong, Qingfu Zhu, Wanxiang Che
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Charting Empirical Patterns for LLM Fine-Tuning in Scientific Multi-Discipline Learning
Lintao Wang, Zhuqiang Lu, Yilin Zhu, Kun Hu, Zhenfei Yin, Shixiang Tang, Zhiyong Wang, Wanli Ouyang, Xinzhu Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Chartographer: Counterfactual Chart Generation for Evaluating Vision-Language Models
Yifan Jiang, Dae Yon Hwang, Jesse C. Cresswell, Freda Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Chiaroscuro for Emotions: A Contrastive Emotion Benchmark Grounded in Appraisal Theory
Divyesh Bommana, Mohammad Saim, Tianyu Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ChildVox: A Speech, Audio, and Large Audio-Language Model Benchmark in Understanding and Characterizing Sound across Childhood
Tiantian Feng, Anfeng Xu, Xuan Shi, Aditya Kommineni, Shakhrul Iman Siam, Megan Micheletti, Zhonghao Shi, Helen Tager-Flusberg, Mi Zhang, Lynn K Perry, Catherine Lord, Daniel Messinger, Shrikanth Narayanan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ChronoVision: Temporal Reasoning via Latent State Reconstruction
Yifan Shen, Jian Xu, Boyi Li, Yuner Zhang, Tianjiao Yu, Bingxuan Li, Houze Yang, Rushi Wang, Xu Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Chronoberg: A 250-Year Diachronic Corpus with Temporal Affective Lexicons for Language Model Analysis
Niharika Hegde, Subarnaduti Paul, Lars-Joel Frey, Manuel Brack, Kristian Kersting, Martin Mundt, Patrick Schramowski
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Chronos: Chronology-Grounded Continued Pre-training for Language Model Adaptation to Materials Science
Sangyun Kim, Junho Kim, SangKeun Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CirCA: Aligning Credit Assignment with Circuit Semantics via Atomic Logic Blocks for RTL Generation
Lei Huang, Rui Zhang, Jiaming Guo, Yang Zhang, Di Huang, Zidong Du, Xing Hu, Qi Guo, Yunji Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cited but Not Causal: A Counterfactual Audit of Refusal Explanations in Aligned Language Models
Minje Kim, Keeheon Lee, Chi-Guhn Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Citing Less Critically: LLMs Reshape the Rhetoric and Reach of Scientific Citation
Yixuan Liu, Lin Chen, Zhuoqi Liu, Jianglin Lu, Dakota Murray
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ClaimFlow: Tracing the Evolution of Scientific Claims in NLP
Aniket Pramanick, Yufang Hou, Saif M. Mohammad, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Client Simulation via Conversational Trajectory Modeling for Both Trainee Practice and Model Evaluation in Mental Health Counseling
Huachuan Qiu, Zhaoming Chen, Yuqian Chen, Yuan Xie, Yu Lu, Zhenzhong Lan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ClinHallu: A Benchmark for Diagnosing Stage-Wise Hallucinations in Medical MLLM Reasoning
Sicheng Yang, Hangjie Yuan, Wenjun Zhang, Jinwang Wang, Yichen Qian, Weihua Chen, Fan Wang, Lei Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Clinically Grounded Privacy Evaluation of Medical LMs
Sasha Ronaghi, Sana Tonekaboni, Lena Stempfle, Vivian Utti, Jordan Li Cahoon, Nathaniel Hendrix, Ayin Vala, Marzyeh Ghassemi, Emily Alsentzer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Closing the Verification Loop: Self-Check Captioning for Long-Paragraph Detailed Audio Captioning
Fengji Ma, Yan Rong, Xu Li, Chen Zhang, Pengfei Wan, Li Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ClueTracer: Question-to-Vision Clue Tracing for Training-Free Hallucination Suppression in Multimodal Reasoning
Gongli Xi, Kun Wang, Zeming Gao, Huahui Yi, Haolang Lu, Qianshan Wei, Ye Tian, Wendong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Clustering-Based Balanced Sampling and Allocation with Data Parallelism for High-Performance Fine-Tuning
Hyunjin Kim, Youngeun Nam, Jaemin Han, Wonhyeok Choi, Jae-Gil Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Co-Evolutionary Prompt Optimization with Cross-Category Transfer for Zero-Shot Anomaly Detection
Sisi Zhu, Changwei Yu, Renshuai Tao, Zhenliang Ni
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoDAR: Continuous Diffusion Language Models are More Powerful Than You Think
Junzhe Shen, Jieru Zhao, Ziwei He, Zhouhan Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoDe-LoRA: Mitigating the Orthogonality Dilemma in Continual Learning of LLMs via Knowledge Consolidation and Decoupling
Maoqi Liu, Quan Fang, Yufei He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoDiQ: Test-Time Scaling for Controllable Difficult Question Generation
Zhongyuan Peng, Caijun Xu, Changyi Xiao, Shibo Hong, Ge Zhang, Wenhao Huang, Yixin Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoEmbod: A Long-Horizon Benchmark for Multi-Agent Embodied Cooperation with Diverse Inter-Agent Dependencies
Xuan Dong, Zhe Han, Ru Yu, Tianhao Niu, Muzhen Cai, Xinda lv, Qingfu Zhu, Weinan Zhang, Wanxiang Che
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoFGraph: Interleaving Reciprocal Calibration with Confidence Feedback for LLM-Augmented Graph Learning
Feng Zhao, Tiewen Chen, Xianggan Liu, Ruilin Zhao, Yifan Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoFiE: Coarse-to-Fine Evidence Selection for Efficient Streaming Video Understanding
Jing Jiang, Yiran Ling, Ruonan Li, Dimitrios Stamoulis, Jie Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoMAP: Co-Evolving World Models and Agent Policies for LLM Agents
Youwei Liu, Jian Wang, Hanlin Wang, Wenjie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoMerge: Conflict-Driven Preference Optimization for Multi-Task Model Merging
Mingjie Zheng, Zihao Chen, Wenqing Chen, Weile Yuan, Zhixuan Chu, Jianxing Yu, Zibin Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoPRM: A Collaborative Process Reward Model for Guiding Search Agent Reasoning
Xingquan Zhang, Yang Zhao, Chong Li, Donglei Yu, Pu Jian, Chengqing Zong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoPiT: Cognitive Pivot Translation for Digraphic Low-Resource Mongolian in the Traditional Script
Burte Bayarsaikhan, Serynn Kim, Buru Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoQuant: Joint Weight-Activation Subspace Projection for Mixed-Precision LLMs
Zhe Ding, Su Pan, Duowei Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoRRSafe: Improving LRM Safety via Co-optimized Fine-Grained Reasoning and Response Alignment
Yangxiao Song, Bing Xu, Bufan Xu, Muyun Yang, Conghui Zhu, Huanqin Wu, Bojie Hu, Hongjiao Guan, Wenpeng Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoRect: Context-Aware Logit Contrast for Hidden State Rectification to Resolve Knowledge Conflicts
Xuhua Ma, Richong Zhang, Zhijie Nie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoSineVerifier: Agentic Verification for Computation-Oriented Scientific Questions
Ruixiang Feng, Zhenwei An, Yuntao Wen, Ran Le, Yiming Jia, Chen Yang, Zongchao Chen, Ke Shi, Lisi Chen, Shen Gao, Shuo Shang, Yang Song, Tao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CoVer: Conflict-aware Claim Verification
Shuning Zhang, Dai Shi, Bohao Chu, Hui Wang, Yuwei Chuai, Yifan Wang, Jingruo Chen, Simin Li, Xin Yi, Hewu Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Code Agents Don’t Understand Root Cause:Evaluating Code Agents on Linux Kernel Fault Localization
Yuekeng Li, Ao Xu, Jie Shi, Sihang Jiang, Lipeng Ma, Bo Xu, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Code-TVT: Synthesizing Test-Case-Driven Verifiable Tasks for Code Reinforcement Learning
Jin Jiang, Junlong Zhang, Yuchen Yan, Zhaoze, Changzhi Zhou, Suncong Zheng, Liangcai Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CodeTD: Topology of Attention Detects Hallucinations in Code LLMs
Daria Voronkova, Ilya Trofimov, Anton Dmitriev, Eduard Tulchinskii, Evgeny Burnaev, Serguei Barannikov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CogniDir: Combating Cognitive Malicious Comments via Adaptive Distributional Learning for Robust Fake News Detection
Zhao Tong, Chunlin Gong, Yimeng Gu, Haichao Shi, Qiang Liu, Shu Wu, Xingcheng Xu, Xiao-Yu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cognition on Graph: Navigating Massive Knowledge Space via Cognitive Cycles and Bidirectional Graph-Text Synergy
Gengxian Zhou, Jian Xu, Zichen Tang, Shiming Xiang, Haihong E, Cheng-Lin Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cognitive Chunking for Soft Prompts: Accelerating Compressor Learning via Block-wise Causal Masking
Guojie Liu, Yiqi Wang, Yanfeng Yang, Wenqi Fan, Songlei Jian, Jianfeng Zhang, Jie Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cognitive Honeypots: Auditing Observable Evidence of Scheming-Related Behavior in Large Language Models
Hao Wang, Wentao Chen, Deyi Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cognitive-Level Prefix-MoE Reward Modeling for Curriculum Alignment of Medical Language Models
Hao Wang, Wendi Feng, Chun Kang, Yanting Wang, Rui Li, Lei Sha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Cognitively Decoupled Meta-Induction for Out-of-Distribution Generalization
Yuqian Wang, Yuanzheng Wang, Chaojun Xiao, Ke Xu, Bingxiang He, Jinghan Tan, Zijun Chen, Lu Chen, Yi-Xin Huo, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Colla-Q: Toward Collaborative Experts in MoE Quantization via Minimax Precision Balancing
EunJu Shin, Jongbin Ryu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Collaborative Reasoning with Reranked Multi-facet Retrieval for Legal Judgment Prediction
Wei Cai, Zihan Mei, Haojun Huang, Bang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Communication Policy Evolution for Proactive LLM Agents
Xinbei Ma, Jiyang Qiu, Yao Yao, Zheng Wu, Yijie Lu, Xiangmou Qu, Jiaxin Yin, Xingyu Lou, Jun Wang, Weiwen Liu, Weinan Zhang, Zhuosheng Zhang, Hai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
CommunityBench: Benchmarking Community-Level Alignment across Diverse Groups and Tasks
Jiayu Lin, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Complexity-Aware Routing: Detecting and Allocating Dynamic Compute for Efficient Mixture-of-Experts Large Language Models
Jiahe Li, Saisai Hu, Menghao Li, Shaolin Zhu, Deyi Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Compositional Machine Design as Program Synthesis with LLMs
Wenqian Zhang, Yangyi Huang, Weiyang Liu, Zhen Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Compositional SVG Generation via VLM-Driven Hierarchical Semantic Parsing
Sehwan Park, Taehoon Kim, Geonhee Han, Dohyun Kim, Seung Wook Kim, Paul Hongsuck Seo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Compressing Sequences in the Latent Embedding Space: K-Token Merging for Large Language Models
Zihao Xu, John Harvill, Ziwei Fan, Yizhou Sun, Hao Ding, Hao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Compute Allocation in Evolutionary Search: From Depth–Breadth to Multi-Armed Bandits
Sixue Xing, Haoyu He, Kerui Wu, Zhuo Yang, Haozheng Luo, Tianfan Fu, Aarthy Nagarajan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ConDistill: Asymmetric Context Self-Distillation for Radiology Report Generation
Ziming Song, Mingyang Shen, Chi Man Vong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ConFormBench: Evaluating Evidence-Supported Record Maintenance in Conversational Form Filling
Timothy Veigel, Sven Mayer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ConceptGuard: Proactive Safety in Text-and-Image-to-Video Generation through Multimodal Risk Detection
Ruize Ma, Minghong Cai, Yilei Jiang, Jiaming Han, Yi Feng, Yingshui Tan, Bo Zhang, Xiangyu Yue
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Concepts Whisper: Spectral Anti-Concentration and the Dual Geometry of Transformer Representations
Pratyush Acharya, Nuraj Rimal, Habish Dhakal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Concise and Sufficient Sub-Sentence Citations for Retrieval-Augmented Generation
Guo Chen, Qiuyuan Li, Qiuxian Li, Hongliang Dai, Xiang Chen, Piji Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Confess What You Know: Forget-Set Misalignment with Model Knowledge in LLM Unlearning
Miso Kim, Georu Lee, Seungwon Jeong, Woojin Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Confidence Before Answering: A Paradigm Shift for Efficient LLM Uncertainty Estimation
Changcheng Li, Jiancan Wu, Hengheng Zhang, Zhengsu Chen, Guo An, Junxiang Qiu, Xiang Wang, Qi Tian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Confident Rankings with Fewer Items: Adaptive LLM Evaluation with Continuous Scores
Esma Balkir, Alice Pernthaller, Marco Basaldella, Jose Hernandez-Orallo, Nigel Collier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ConflictScore: Identifying and Measuring How Language Models Handle Conflicting Evidence
Siyi Liu, Aaron Halfaker, Dan Roth, Patrick Xia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Conformal Certification of Reasoning Trace Prefixes
Matt Y. Cheung, Ashok Veeraraghavan, Hanjie Chen, Guha Balakrishnan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Conformal Privacy Auditing: Calibrated Re-identification Attacks with Statistical Guarantees
Shuo Huang, Gholamreza Haffari, Xingliang Yuan, Lizhen Qu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Conformalized Large Language Models under Configuration Shift
Yuqicheng Zhu, Jialin Yu, Lin Li, Gengyuan Zhang, Zhen Yang, Steffen Staab, Puneet K. Dokania, Philip Torr, Jie Tang, Evgeny Kharlamov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Consensus Drift: Semantic Salience Can Override Majority Evidence in LLM Aggregation
Gokul Srinath Seetha Ram, Rashmi Elavazhagan, Anirudh Vasudevan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Consensus Group Relative Policy Optimization for Text Generation
Yuki Ichihara, Yuu Jinnai, Kaito Ariu, Eiji Uchibe
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学
2026 · EMNLP
ConsensusBench: Benchmark of Consensus Nodes for LLM Reasoning via Outcome Reward Densifying
Shi-Qi Yan, Chao-Hong Tan, Qian Chen, Wen Wang, Xiangang Li, Zhen-Hua Ling
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Consistency-Calibrated Advantage Estimation for Label-Free Reinforcement Learning
Meng Yang, Yongle Zhao, Zhiyang Zhang, Xiaorui Jiang, Peirou Liang, Furui Chen, Yin Xie, Ziyong Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Contaminated Collaboration: Measuring Gender Bias Transfer in LLM-Assisted Student Writing
Ariyan Hossain, Kazi Kamruzzaman Rabbi, Farig Sadeque, S M Taiabul Haque
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Context Compression for LLM Agents: A Survey of Methods, Failure Modes, and Evaluation
Yifei Wang, Ziteng Wang, Yuling Shi, Silin Chen, Xinrui Wang, Yueqi Wang, Beijun Shen, Linjing Li, Xiaodong Gu, Julian McAuley, Daniel Dajun Zeng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Context-Aware Cluster Decoding: Semantic Anchor-Driven Coherence in dMLLMs
Yikai Zhao, Qiyan Zhao, Jiaquan Zhang, Xiaofeng Zhang, Xiaosong Yuan, Pengzhou Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ContextBias: Controlled Evaluation of Bias Persistence Under Context Shift in Text-to-Image Models
Shaghayegh Kolli, Sina Emami, Moreno D’Incà, Pouyan Nejadi, Nicu Sebe, Massimiliano Mancini, Jana Diesner
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL
Zhuoshi Pan, Qizhi Pei, Junru Lu, Honglin Lin, H. Vicky Zhao, di Yin, Xing Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ContextRouter: Learning When to Use Context for Efficient LLM Machine Translation
Ritvik Choudhary, Rem Hida, Toshiyuki Sekiya
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Continuous-Utility Direct Preference Optimization
Muhammad Ahmed Mohsin, Muhammad Umer, Emily Fox
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ContraGAND: Auditing and Repairing Gender Ambiguity Failures in LLMs with Neurosymbolic Contrastive Data Augmentation
Thomas Moerman, Eleni Gkovedarou, Janiça Hackenbuchner
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Contrast Comes at a Cost: Prompting Large Language Models for Perception-Centered Gendered Style Transfer
Hongyu Chen, Neele Falk, Michael Roth, Agnieszka Falenska
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks
Rongyuan Tan, Jue Zhang, Zhuozhao Li, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）