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
Open Human Value Mining: Constrained Argument Extraction and Value Concept Induction with LLMs
Shuo Wang, Binghao Fu, Ruikang Zhang, Jun Wang, Qi Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis
Zhuofeng Li, Dongfu Jiang, Xueguang Ma, Haoxiang Zhang, Ping Nie, Yuyu Zhang, Kai Zou, Jianwen Xie, Yu Zhang, Wenhu Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OpenSkill: Open-World Self-Evolution for LLM Agents
Zhiling Yan, Dingjie Song, Hanrong Zhang, Wei Liang, Yuxuan Zhang, Yutong Dai, Lifang He, Philip S. Yu, Ran Xu, Xiang Li, Lichao Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OptiMAS: Automatically Optimize Multi-Agent System
Yuxin Cheng, Chang Liu, Hanxin Yu, Haochen Tan, Taiqiang Wu, Weiqiang Jin, Jie Ran, Kaibo Wang, Xiaoguang Li, Haoli Bai, Graziano Chesi, Ngai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OptiMer: Optimal Distribution Vector Merging Is Better than Data Mixing for Continual Pre-Training
Haiyue Song, Huy Hien Vu, Masao Utiyama
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OptiSkill: A Hierarchical and Evolving SkillBank for LLM-Based Optimization Modeling
Ruiqing Zhao, Rui Liu, Yuan Zuo, Huarong Zhang, Xiao Han, Junjie Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OrchDebate: Adaptive Orchestration for Multi-Agent Debate via Self-Evolving Skills
Kaiyu Zhou, Yongsen Zheng, Xuanye Zhang, Kwok-Yan Lam
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OrgAccess: A Benchmark for Role-Based Access Control in Organization Scale LLMs
Debdeep Sanyal, Umakanta Maharana, Hong Ming Tan, Yash Sinha, Shirish Karande, Mohan Kankanhalli, Dhruv Kumar, Murari Mandal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Osprey: Target-agnostic Pre-training Makes Stronger Drafters in Speculative Decoding
Fengxiang Bie, Yuqing Jian, Yifan Yu, Zhongzhu Zhou, Zelei Shao, Ben Athiwaratkun, Shuaiwen Leon Song, Chenfeng Xu, Xiaoxia Wu, Tianyi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Out of Sight, Not Out of Mind: Unveiling Latent Attack in Latent-based Multi-Agent Systems
Chenxi Wang, Ruiyang Huang, Jiayan Sun, Lei Wei, Yifan Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Ouvia: A User-centered Framework for Measuring Usability of Speech Translation in Real-World Communication Scenarios
Giuseppe Attanasio, Beatrice Savoldi, Daniel Chechelnitsky, Matteo Negri, Marine Carpuat, Maarten Sap, Andre Martins
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Over-Refusal and Representation Subspaces: A Mechanistic Analysis of Task-Conditioned Refusal in Aligned LLMs
Utsav Maskey, Mark Dras, Usman Naseem
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Over-reasoning as a Vulnerability: Neuron Activation-Guided Denial-of-Service Attacks on Large Reasoning Models
Jiaxiang Li, Zhipeng Wei, Tianwen Qian, Yuanbin Wu, Xianming Hu, Xiaoling Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Overfitting Mitigation via Singular Value Decomposition in Minimum Bayes Risk Decoding
Riza Setiawan Soetedjo, Yusuke Sakai, Hidetaka Kamigaito, Katsuhiko Hayashi [奈良先端科学技術大学院大学] [東京大学], Taro Watanabe
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学 / 東京大学
2026 · EMNLP
Overreliance on AI in Information-seeking from Video Content
Anders Giovanni Møller, Elisa Bassignana, Francesco Pierri, Luca Maria Aiello
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Overtone: Fine-Grained Audio Reasoning via Diagnostic-Driven Delayed Acoustic Fusion
Zhuoyan Mi, Kangle Sun, Yikai Yang, Yujie Fu, Yuehai Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
P-Search: A Parallel Plan–Act–Verify Framework with Decoupled GRPO for Deep Research
Pin Zheng, Yibo Xue, Ming Wang, Yukun Kang, Haonan Zheng, Chengyu Wang, Jian Peng, Jun Huang, Changliang Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PA3: Policy-Aware Agent Alignment through Chain-of-Thought
Shubhashis Roy Dipta, Daniel Bis, Kun Zhou, Lichao Wang, Benjamin Z. Yao, Chenlei Guo, Ruhi Sarikaya
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PAC: Progress-Augmented Advantage Curriculum for Multi-Task Reinforcement Learning of LLMs
Yuanqiang Yu, Yanzhao Zheng, Zhentao Zhang, Tianze Xu, Chao Ma, Jihuai Zhu, Jiashun Liu, Xinle Deng, Baohua Dong, Hangcheng Zhu, Ruohui Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PACE: Towards Surfacing Hidden Conflicts in User Requests
Yoojin Kim, Jihyoung Jang, Hyounghun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PAGE: Progress-Aware Reinforcement Learning with Hierarchical Advantage for Long-Horizon GUI Agents
Qingliang Zhang, Yongqian Sun, Yuanhong Cai, Xiaohui Nie, JiaJu Wang, Yu Luo, Jiamin Jiang, Zhekang Chen, Yaozheng Fang, Meng Wang, Chaobo Xian, Peng Li, Dan Pei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PALMs: Using Multi-Construct Grounded Rationales for Modeling Population Preferences in LLMs
Priyanka Dey, Brihi Joshi, Preyashi Poddar, Jieyu Zhao, Emilio Ferrara
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PAMT: Process-Aligned Reinforcement Learning for Multi-Domain Machine Translation
Yongshi Ye, Biao Fu, Chongxuan Huang, Yidong Chen, Xiaodong Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PAPO: Stabilizing Rubric Integration Training via Decoupled Advantage Normalization
Zelin Tan, Zhouliang Yu, Bohan Lin, Zijie Geng, Hejia Geng, Yudong Zhang, Mulei Zhang, Yang Chen, Shuyue Hu, Zhenfei Yin, Chen Zhang, Lei Bai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PASTABench: Proactive Assessment of Sequential Trajectories for Agent Safety
Jiapeng Sun, Yujin Zhou, Han Zhu, Pengcheng Wen, Jiayi Zhou, Sirui Han, Yike Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PCoMoE: Shifting MoE Inference from Monolithic Expert Selection to Fine-Grained Path Composition
Ziyan Gan, Fangxin Liu, Chenyang Guan, Junjie Wang, Ning Yang, Haomin Li, Xiang Li, Siran Yang, Jiamang Wang, Lin Qu, Zongwu Wang, Li Jiang, Haibing Guan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PEAR: Permutation-Equivariant Adaptive Routing Multi-Agent Debate
Yang Feng, Ziwei Xu, Xia Hu, Fengxiang He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PEARL: Front-Loading Relational Chains for Multi-Hop Table Retrieval
Subeen Ho, Hyeongu Kang, SeongKu Kang, Susik Yoon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PERIBENCH: A Protocol-Aware Benchmark for Dynamic Perioperative Risk Prediction from Numerical Models to Language Interfaces
Xiaohui Zhao, Xiangyu Meng, Jinjin Chi, Yongcheng Jing, Yiming Wang, Yibing Zhan, Hang Sun, Dacheng Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PGA-KD: Principal Geometry Alignment and Semantic Consistency for VLM2Vec Distillation
The-Anh Tran, Thanh Xuan Nguyen, Duc Anh Nguyen, Dinh Viet Sang, Linh Ngo Van, Thien Huu Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PGMem: Tightly Coupled Persona–Memory Graph for Lifelong Personalized Agents
Wonjun Choi, Yerim Kim, Yukyung Lee, Susik Yoon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PGPO: Prototype-Guided Progressive Obfuscation for Privacy-Preserving LLM-Enhanced Recommendation
Shengxiang Lin, Jiajie Su, Pengyang Zhou, Xiang Chen, Xiaolin Zheng, Feng Tian, Chaochao Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PINGPONG: A Natural Benchmark for Multi-Turn Code-Switching Dialogues
Mohammad Rifqi Farhansyah, Hanif Muhammad Zhafran, Farid Adilazuarda, Maryam Ibrahim Mukhtar, Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Sathwik Reddy, Ponnurangam Kumaraguru, Prashant Kodali, Sunayana Sitaram, Genta Indra Winata, Ayu Purwarianti, Alham Fikri Aji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PISanitizer: Preventing Prompt Injection to Long-Context LLMs via Prompt Sanitization
Runpeng Geng, Yanting Wang, Chenlong Yin, Minhao Cheng, Ying Chen, Jinyuan Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PIVOTS-Bench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models
Shuxiang Zhang, Ciossa Yin, Wenxuan Song, Yuhang Wu, Miao Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PN-Mix: Pair-Norm Guided Mixed-Precision Key Cache Quantization for Efficient Long-Output LLM Inference
Gil Jae Song, Sungjoo Yoo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
POISS: A Large-Scale Multilingual Dataset for Point-of-Interest Search
Nicola Maritan, Alessandro Moschitti, Federico Borazio, Xiaokun Zhou, Zhengwei Bai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
POLAR: Polarity-Aware and Anatomy-Conditioned Radiology Report Evaluation
Lukas Buess, Tri-Thien Nguyen, Xiaoliang Wang, Paula Andrea Perez-Toro, Tomas Arias-Vergara, Bernhard Kainz, Andreas Maier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
POLARIS: Guiding Small Models to Write Long Stories
Rishanth Rajendhran, Jenna Russell, Mohit Iyyer, John Frederick Wieting
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PR-LoRA: Direction-Regularized Low-Rank Adaptation for Behavioral Alignment in Large Language Models
Yikai Zhang, Rui Xu, Aili Chen, Haoyu Zhang, Libo Wu, Xu Yinghui, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations
Hyojeong Yu, Hyukhun Koh, Minsung Kim, Yunah Jang, Kyomin Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PREREVIEWBENCH: Benchmarking LLMs for Editorial Desk Screening in Scholarly Publishing
Ming Chen, Zhiyuan Ning, Yi Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRICE: Preemptive Confidence Estimation in LLMs via Internal Representations
Jonghak Jang, Misuk Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRISM Edit: One Vector for All Temporal Answers
Chen Huang, Qi Zheng, Zhengruiqin, Long Zeng, Yuantong Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRISM: Agentic Retrieval with LLMs for Multi-Hop Question Answering
Md Mahadi Hasan Nahid, Davood Rafiei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRISM: Entropy-Guided Multi-View Exploration for Scientific Idea Generation
Jiajun Yu, Weifan Mao, Kaipeng Zeng, Kejia Bian, Zhuo Wang, Kun Li, Haishuai Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRISM: Predictive Recomposition via Semantic Latent Decomposition for View-invariant Video Representation Learning
Youngchae Chee, Hosu Lee, Sungjune Park, Junho Kim, Yong Man Ro
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRISM: Preference-aware Influence function based Data Selection Method for Efficient Fine-Tuning
Qihao Lin, Guanxu Chen, Dongrui Liu, Jing Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRISM: Private Rank-Invariant Subspace Memory for Federated Continual Fine-Tuning under Local Differential Privacy
Ziyi Wang, Liang Liu, Zhu Meng, Zhicheng Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRISM: Prompt Representation Internalization via Selective Compression into LoRA Weights
Eshita Jha, Mingxian Wang, Andrei Barbu, Chetan Aggarwal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRISM: Recovering Instruction Sets from Language Model Activations
Gilad Gressel, Rahul Pankajakshan, Julia Diament, Efim Hudis, Krishnashree Achuthan, Yisroel Mirsky
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRISM: Refracting Large-Batch Model Editing through Jacobian-Inferred FFN Subspaces
Ziyue Zhai, Qiyao Liu, Hao Song, Heng Yu, Guozhi Lin, Yulai Yang, Xuan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection
Jinhe Bi, Aniri, Zengjie Jin, Yifan Wang, Danqi Yan, Wenke Huang, Xiaowen Ma, Sikuan Yan, Artur Hecker, Mang Ye, Xun Xiao, Hinrich Schuetze, Volker Tresp, Yunpu Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRKV: Page Restructed KV Cache for High Accuracy and Efficiency LLM Generation
Fang Wu, Congming Gao, Weixi Zhu, Jiwu Shu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PRO-Step: Step-level Process Reward Optimization for Retrieval-Augmented Generation
MinKeon Kim, Namjun Lee, Jaekwang Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PROBE: Prospective Retrieval with Oracle-Based End-Goal Distillation for Multi-Hop Question Answering
Xu Lu, Zhengqing Zang, Binhui Yao, Luwei Yang, Ruimin Chen, Zeng Wang, Haobo Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PROVENA-MED: Benchmarking Provenance Faithfulness in Multimodal Clinical Reasoning
J. Ben Tamo, Yining Yuan, Benoit Louis Marteau, Micky C. Nnamdi, Yuxing Lu, May Dongmei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PReMISE: Policy Rubrics as Measurement Specifications for LLM Judges
Swastik Roy, Rajkumar Pujari, Tharindu Kumarage, Charith Peris, Rahul Gupta, Anna Rumshisky, Pradeep Natarajan, Venkatesh Saligrama
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PVFH-Bench: Benchmarking Premise-Induced Visual Fixation Hallucinations in Vision-Language Models
Xinhao Wang, Junbo Cui, Zhenghao Liu, Yuan Yao, Xiaohua Li, Yu Gu, Ge Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PaSBench-Video: A Streaming Video Benchmark for Proactive Safety Warning
Yusong Zhao, Yuejin Xie, Youliang Yuan, Junjie Hu, Juning Guo, Yujiu Yang, Pinjia He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Paint It, Black: Evaluating LLMs for De-Identification of Multimodal Clinical Documents
Francesco Zangrillo, Alessio Cocchieri, Giacomo Frisoni, Davide Freddi, Luca Ragazzi, Alberto Aguzzi, Diego Raimondo, Renato Seracchioli, Gianluca Moro
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Pak3H: Evaluating the Cost of Cultural Mismatch in LLM Alignment with a Human-Contextualized Urdu Benchmark
Abdullah Hashmat, Usman Naseem, Agha Ali Raza
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PaperAudit-Bench: Benchmarking Error Detection in Research Papers for Critical Automated Peer Review
Songjun Tu, Yiwen Ma, Jiahao Lin, Qichao Zhang, Xiangyuan Lan, Junfeng. Li, Nan Xu, Linjing Li, Dongbin Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ParaBridge: Bridging Paralinguistic Perception and Dialogue Behavior in Speech Language Models
Yuxiang Wang, Qinke Ni, Shengbo Cai, Wan Lin, Liqiang Zhang, Zhizheng Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ParaRater: Enhancing Cross-Lingual Transfer in LLMs with Meta-Learning
Wenhan Han, Binbin Liu, Zhixun Chen, Yifan Zhang, Mykola Pechenizkiy, Meng Fang, Yin Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ParaRecover: A Process-Level Benchmark for Error Localization and Recovery in Parallel Tool-Use Agents
Bowen Guan, Zhentao Yin, Yanming Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ParaSpeechRAG: A Benchmark for Robust Speech Retrieval under Paralinguistic and Acoustic Perturbations
Alexandre Costa Ferro Filho, Marcos Paulo C M Queiroz, Matheus Franco Medeiros, Gabriel Orlow De Oliveira Sene, Murilo Alvares Silva, Diogo Fernandes Costa Silva, Arlindo Rodrigues Galvão Filho
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ParaStudent: Closing the Sim2Real Gap in User Simulators for AI Tutor Evaluation
Rose Niousha, Mihran Miroyan, Abigail O’Neill, Joseph E. Gonzalez, Gireeja Ranade, John DeNero, Narges Norouzi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Parallel Tokenizers: Rethinking Vocabulary Design in Cross-Lingual Transfer of Low-Resource Languages
Muhammad Dehan Al Kautsar, Fajri Koto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Parallelism Strategy Chaining for Fast Training Convergence
Minchul Kang, Changyong Shin, Younghun Go, Hyunho Lee, Jinwoo Jeong, Chuck Yoo, Gyeongsik Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ParentingLLM : Pacing Reasoning Maturity for Bidirectional Test-Time Scaling under Token Budgets
Seunghwan Jeong, Sugi Lee, WeiJin Park, Ikjun Yeom, Honguk Woo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ParsBench: A Benchmark for Evaluating Fine-Grained Culturally Grounded Commonsense Reasoning in Persian
Mehrnoush Alizade, Farbod Davoodi, Suman Kalyan Maity
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ParsHate: A Benchmark Dataset for Hate and Target Detection in Persian
Zahra Bokaei, Walid Magdy, Bonnie Webber
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ParsVoice: A Large-Scale Multi-Speaker Persian Speech Corpus for Text-to-Speech Synthesis
Mohammad Javad Ranjbar Kalahroodi, Azadeh Shakery, Heshaam Faili
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Parts-of-Speech as Emergent Categories in SAE Latent Space
Alessandro Bondielli, Lucia Passaro, Serena Auriemma, Alessandro Lenci
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PathSoft: Hybrid Soft Prompting with Ranked Reasoning Paths for Knowledge Graph Question Answering
Yan Teng, Xiaoding Zhou, Jinshuo Zhang, Ying Lian, Guoqiang Chen, Hongjiao Guan, Weiyu Zhang, Wenpeng Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Patient-Zero: Scaling Synthetic Patient Agents to Real-World Distributions without Real Patient Data
Yunghwei Lai, Ziyue Wang, Weizhi Ma, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Pattern Over-Generalization of Knowledge Graph Embedding
Junsik Kim, Kangil Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Peak-Then-Collapse and the Four Interface Channels of Knowledge-Graph Tool Use
Tianda Sun, Dimitar Kazakov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Peeling the Matryoshka: Extracting Ontological Structure from Retrieval Embeddings
Eunchan Kim, Inwhee Joe
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Per-Step Conformal Calibration Does Not Transfer to Agent Trajectories
Li Ning, Yang Liu, Dongxin Guo, Yu Wu, SM Yiu, Jikun Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents
Zhijie Ding, Weinan Hong, ZiCheng Zhu, Lei Li, Dezhi Kong, Wang Hao, Peng Zhou, Xuchu Jiang, Jiaming Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Perceive to Hypothesize, Verify to Ground: an Agentic Reasoning Framework for Open-World Geo-Localization
Yutian Jiang, Ruijie Li, Sisuo Lyu, Xixuan Hao, Qingxiang Liu, Yongzi Yu, Yuxuan Liang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Perceive, Localize, Reflect: Evidence-Anchored Multi-Agent Debate for MLLM Hallucination Mitigation
Yebo Wu, Han Jin, Wei Yang Bryan Lim, Li Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Persistent Teacher Anchoring for Tool-Using Agents
Hyun Bin Park, Kyungho Song, Sangmin Lee, Du-Seong Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Persona-CAPS: Controllable and Auditable LLM Personality via Retrieval over Situation–Behavior Contingencies
Guanghao Liu, Guangzhou An, Yang Xu, YU Chen
Natural Language Processing
日本大学: 東京大学
2026 · EMNLP
PersonaDual: Balancing Personalization and Objectivity via Adaptive Reasoning
Xiaoyou Liu, Xinyi Mou, Shengbin Yue, Liang Wang, Yuqing Wang, Qiexiang Wang, Tianrui Qin, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Personalization over Generalization: History-Aware Sentence-Level AI Detection in Collaborative Writing
Rizky Adi, Yoshimi Suzuki, Fumiyo Fukumoto
Natural Language Processing
日本大学: 明治大学 / 山梨大学
2026 · EMNLP
Personalized Alignment of Language Models with Human Value Profiles
Rashon Poole, Farnaz Jahanbakhsh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Personas Differ from Native-Language Generation: Language Pathways Shape LLM Interpersonal Advice
Jinhee Won, Xinlan Emily Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Perspectives on Cross-Lingual Consistency in LLMs for Medical Questions
Minh Duc Bui, Mario Sanz-Guerrero, Abteen Ebrahimi, Sagi Shaier, Peter Herbert Kann, Manuel Mager, Katharina von der Wense
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Persuasion Index: A Theory-Guided Framework for Persuasion Analysis
Liancheng Gong, Zhiyang Wang, Yiwei Xu, Julia Mendelsohn
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Perturbation: A simple and efficient adversarial tracer for representation learning in language models
Joshua Rozner, Cory Shain
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PetQA: Benchmarking Veterinary Knowledge and Clinical Reasoning
Taegyun Kim, Youngwook Ham, Jungwook Rhim, Ju-Hyun An, Sungkyu Park, Kunwoo Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PhoenixNest-Video: Evidence-Grounded Multimodal Agent Framework for Automated Video Interview Assessment
Yuxuan Fan, Miaojun Huang, Haimei Zhang, Jingshen Wu, Hao Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Phrase-Localized Language-Contrastive Guidance: Training-Free Localized Accent Control for Code-Switching Text-to-Speech
Che Hyun Lee, Sangkwon Park, Donghun Kang, Dongwook Lee, Youngho Cho, Heeseung Kim, Sungroh Yoon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PhysWave: Physics-Guided Latent Diffusion Models for Controllable Spatial Audio Generation
Lingfeng Yao, Chenpei Huang, Xingke Yang, Ziye Geng, Changqing Luo, Hao Wang, Jiang Liu, Miao Pan
Natural Language Processing
日本大学: 早稲田大学
2026 · EMNLP
Physiognomy Revisited: How Vision–Language Models Encode Sensitive Attributes Through Image Transformation
Soumyajit Datta, Arka Dutta, Ashiqur R. KhudaBukhsh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language Models
Seo Hyun Kim, Sunwoo Hong, Younwoo Choi, Chen-Hao Chao, Se-Young Yun, Rahul G Krishnan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding
Hyomin Kim, Junghye Kim, Joanie Hayoun Chung, Yoonjin Oh, Kyungjae Lee, Sungbin Lim, Sungwoong Kim
Natural Language Processing
日本大学: 関与なし（対象大学）