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
PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems
Jiayu Liu, Qihan Lin, Cheng Qian, Rui Wang, Emre Can Acikgoz, Xiaocheng Yang, Qing Zong, Jiateng Liu, Zhenhailong Wang, Xiusi Chen, Heng Ji, Dilek Hakkani-Tür
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PlannerForge: LLM Agents for Scenario-Based Testing of Motion Planners in Autonomous Driving
Yuan Gao, Sebastian Müller, Mattia Piccinini, Marc Kaufeld, Yuchen Zhang, Finn Rasmus Schäfer, Qunying Song, Johannes Betz
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Plans You Can Check: Verifier-Grounded Learning of an Open-Weight Planner for Executable Video-Editing
Haoyu Wang, Cheng Feng, Liuyang Bian, Ruiyang Huang, Lei Wei, Yafei Wen, Xiaoxin Chen, Xiaoying Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Plasticity without Collapse: Plasticity-Inducing Control Optimizer for Cross-Lingual Continual Pre-Training
Sumin Kim, Minjun Song, Surin Lee, S M Wahidur Rahman, Yongtae Lee, Haeung Choi, Heung-No Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PolERo: Studying Political Evasion in Romanian
Gabriel Ștefan, Sergiu Nisioi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Policy and World Modeling Co-Training for Language Agents
Ning Lu, Baijiong Lin, Shengcai Liu, Jiahao Wu, Haoze Lv, Yanbin Wei, Lingting Zhu, Shengju Qian, Xin Wang, Ying-Cong Chen, Qi Wang, Ke Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Policy of Thoughts: Scaling LLM Reasoning via Test-time Policy Evolution
Zhengbo Jiao, Hongyu Xian, Qinglong Wang, Yunpu Ma, Zhebo Wang, Dezhang Kong, Meng Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Polished but Unresolved: Identifying Late-Stage Pressure States in Long-Horizon Tool-Use Agents
Haoyang Chen, Yi Liu, Jianzhi Shao, Xiaozhou Xu, Zhe Sun, Wei Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PolySQL: Scaling Text-to-SQL Evaluation Across SQL Dialects via Automated Backend Isomorphism
Yotam Perlitz, Elad Venezian, Corentin Royer, Francesco Fusco, Andrea Giovannini
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation
Lester James Validad Miranda, Ivan Vulić, Anna Korhonen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PonsRAG: A Pons-Inspired RAG Bridging Cognitive Islands for Coordinated Long Narrative Reasoning
Rongchen Zhao, Yu Chen, Juyuan Wang, Zhouting Mo, Jianxing Yu, Wenqing Chen, Jingping Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PopResume: Causal Fairness Evaluation of LLM/VLM Resume Screeners with Population-Representative Dataset
Sumin Yu, Juhyeon Park, Taesup Moon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Popular but Wrong: Understanding and Mitigating LLM Overconfidence through Knowledge Popularity
Shiyu Ni, Keping Bi, Jiafeng Guo, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Portuguese-IFEval: Instruction-Following Evaluation in Portuguese
Emanuel Borges Passinato, Gustavo Pires Fontana, Cibelle Pires Botelho, Júlia Jaime Biancolini, 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
Post-hoc Alignment of LLM-judges to Human Judgment Distribution
Sebastian Steindl, Nikos Voskarides, Alberto Gasparin, Diego Marcheggiani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PowerOPD: Stabilizing On-Policy Distillation with Bounded Power Transformation
Anhao Zhao, Junlong Tong, Yingqi Fan, Ping Nie, Wenjie Li, Xiaoyu Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PreUnlearn: Auditing Collateral Knowledge Damage Before Large Language Model Unlearning
Bo Su, Ankit Shah, Thai Le
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PredNav: A Predictive Cognitive Map for Zero-Shot Object Goal Navigation
Qingao Chai, Jiashuo Wang, Rui Yan, Huajin Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Predict, Don’t Iterate: Efficient Adaptive-Length Infilling for Diffusion Language Models
Haobo Xu, Sirui Chen, Yuanchen Bei, Lingjie Chen, Yuchen Yan, Dongqi Fu, Jingrui He, Hanghang Tong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Predicting Long-Term Conversational Skill Development in Mental-Health Crisis Counselors
Vivian Nguyen, Lillian Lee, Elizabeth A. Olson, Cristian Danescu-Niculescu-Mizil
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Predicting Multilingual Classification and Translation Performance of LLMs with Cross-Lingual Alignment – Is English Enough?
Adnan Al Ali, Kathy Hämmerl, Jindřich Libovický, Alexander Fraser
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Preference-Aligned Data Synthesis for Fine-Grained Intent Detection
Sitong Shen, Xiaotong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Prefilling-dLLM: Predictive Prefilling for Long-Context Inference in Diffusion Language Models
Jing Xiong, Qi Han, Shansan Gong, Yunta Hsieh, Boyuan Zheng, Chengyue Wu, Chaofan Tao, Chenyang Zhao, Ngai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Prefix-Adaptive Block Diffusion for Efficient Document Recognition
Mingxu Chai, Ziyu Shen, Chenyu Liu, Jihua Kang, Tao Gui, Qi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Preserving Historical Truth: Detecting Historical Revisionism in Large Language Models
Francesco Ortu, Joeun Yook, Punya Syon Pandey, Bernhard Schölkopf, Alberto Cazzaniga, Rada Mihalcea, Zhijing Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PrimeTTT: Priming Test-Time Training for LLMs via Meta-Learned Initialization
Xiangqi Wang, Dilinuer Aishan, Yujun Zhou, Yue Huang, Xiangliang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Privacy-Preserving Generation of Clinical Narratives from Medical Terminologies
Yuping Wu, Viktor Schlegel, Warren Del-Pinto, Srinivasan Nandakumar, Iqra Zahid, Yidan Sun, Hao Li, Usama Farghaly Omar, Amirah Jasmine, Arun-Kumar Kaliya-Perumal, Chun Shen Tham, Gabriel Connors, Anil Anthony Bharath, Goran Nenadic
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Privacy-Preserving Text Sanitization for Distributed Agents Collaboration via Disentangled Representations
Xuan Liu, Hefeng Zhou, Sicheng Chen, Chao Yang, Xingcheng Xu, Jingjing Qu, Jiong Lou, Jie LI, Xia Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ProactiveEngine: Proactive Learning with Lifelong Memory via World Models
Python Song, Xiaoying Liao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ProbeTQA: Verifiable Table Question Answering via Multi-Round Executable Probing
Yan Liang, Huimin Ren, Xindi Zhang, Hongsheng Xin, Wenbin Huo, Yanan Guo, Jinpeng Zheng, Kaike Zhang, Kun Zhan, Jiani Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Probing Ambiguity: Adversarial Intent Resolution for Robust Text-to-SQL
Youbing Yin, Xujun Peng, Muhammad Sharif Uddin, Erin Babinsky, Daben Liu, Anoop Kumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Probing Chemical Language Models: Effects of Pre-training and Fine-tuning
Anna Karnysheva, Dietrich Klakow, Ji-Ung Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Probing Cultural Signals in Large Language Models through Author Profiling
Valentin Lafargue, Ariel Guerra-Adames, Emmanuelle Claeys, Elouan Vuichard, Jean-Michel Loubes
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Probing Factual Knowledge Transfer with Training Data Interventions
Romina Oji, Marc Braun, Marcel Bollmann, Marco Kuhlmann, Jenny Kunz
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Probing Stability–Plasticity Tradeoffs in Agent Memory through Cognitive Experimental Paradigms
Jiaqi Ding, Guorong Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Process Rewarding via Solution-Space Alignment
ChenZhuo Zhao, Yue Huang, Pu Zhao, Fangkai Yang, Lu Wang, Lin Ma, Zhi Yang, Youling Huang, Xinda Wang, Junting Lu, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ProcessLight: Process Supervision for Large Language Model Based Traffic Signal Control
Shuaitao Zhao, Tianlong Zhou, Weijie Wang, Shi Jiasheng, Weixiong Rao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Prompt Revision as a Source of Cultural Bias in Text-to-Image Systems
Aleksandra Urman, Elsa Lichtenegger, Salima Jaoua, Azza Bouleimen, Robin Forsberg, Corinna Hertweck, Stefania Ionescu, Nicolò Pagan, Ancsa Hannak, Joachim Baumann
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Prompt-Induced Recovery Behavior Decomposition for Black-Box Pre-training Data Detection
Xin Fan, Miyamoto Ryoto, Fan Mo, Chongxian Chen, Tsuneo Matsumoto, Fuyuko Kido, Hayato Yamana
Natural Language Processing
日本大学: 早稲田大学
2026 · EMNLP
Prompt2Box: Improving LLM Weakness Discovery and Specificity Estimation by Uncovering Entailment Structure among Prompts
Neeladri Bhuiya, Shib Sankar Dasgupta, Andrew McCallum, Haw-Shiuan Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PromptEmbedder: Efficient and Transferable Text Embedding via Dual-LLM Soft Prompting
Yu-Che Tsai, Kuan-Yu Chen, Yuan-Hao Chen, Yu-Han Chang, Ching-Yu Tsai, Yu-Hsiang Chuang, Shou-De Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Promptology: A Large-Scale Systematic Analysis of Prompt Elements and Contextual Factors in Argument Generation
Maximilian Maurer, Ana Lisboa Cotovio, Matteo Melis, Julia Romberg, Aldo Costa, Gabriella Lapesa
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Prompts Without Evidence: How Neuroimaging Mentions Shift Clinical Vision-Language Model Predictions
Doan Nam Long Vu, Simone Balloccu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Proof-of-Use: Mitigating tool-call hacking in Deep Research Agents
Shengjie Ma, Chenlong Deng, Jiaxin Mao, Jiadeng Huang, Xuhui Jiang, Teng Wang, Junjie Wu, Changwang Zhang, Jun Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PropUQ-MAS: Propagation-Aware Uncertainty Quantification for LLM Multi-Agent Systems
Yaokun Liu, Yifan Liu, Daniel Yue Zhang, Ruichen Yao, Zelin Li, Dong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Prototype-Based Dynamic Steering for Large Language Models
Ceyhun Efe Kayan, Li Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Provenance Before Prose: Claim-Locked Reporting for Statistical Text Generation
Xiao Fan, Jingyuan Li, Hongbin Guo, Yubo Han, Yi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PruneGround: Plug-and-play Spatial Pruning for 3D Visual Grounding
Duc Cao Dinh, Khai Le-Duc, Florent Draye, Chris Ngo, Terry Jingchen Zhang, Bernhard Schölkopf, Zhijing Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Pruning Laws for Large Language Models
Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PsyAgent: Constructing Human-like Agents Based on Psychological Modeling and Contextual Interaction
Zibin Meng, Kani Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Psychologically Potent, Computationally Invisible: LLMs Generate Social-Comparison-Eliciting Posts They Fail to Detect
Hua Zhao, Jiapei Gu, Michelle Mingyue Gu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PsychēChat: An Empathic Framework Focused on Emotion Shift Tracking and Safety Risk Analysis in Psychological Counseling
Zhentao Xia, Yongqi Fan, Yuxiang Chu, Yichao Yin, Liangliang Chen, Tong Ruan, Weiyan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PubMedCausal: A Span-Level Annotated Corpus for Causal Relation Extraction in Biomedical Text
Ifeoluwa Oluwatosin Kunle-John, Paul Josiah, Oluwatosin Agbaakin, Peter Olusegun Aina, Ikenna Odezuligbo, Sydney Anuyah
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PunGraph: Retrieval-Enhanced Phonetic-Semantic Graph Reasoning for Pun Understanding
Yuchen Su, Zijian Huang, Yaotian Shi, Shaoxin Zhong, Ruofan Wang, Mengze Li, Yonghua Zhu, Diana Benavides-Prado, Michael J. Witbrock
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
PyraVid: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning
Sikuan Yan, Sicheng Dong, Haotong Wang, Ercong Nie, Yilun Liu, Jinhe Bi, Yingjie Xu, Susanna Schwarzmann, Riccardo Trivisonno, Volker Tresp, Yunpu Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Q-Align: Query-Boundary Multilingual Alignment for LLM Safety Guardrails
Jiaqi Weng, Meizhen Liu, Xu Guo, Junyu Lin, Jinfeng Li, Jialing Tao, YueFeng Chen, Hui Xue
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Q-CAT: A Non-Parametric Query Filtering System for Prohibited Content in Dynamic Enterprise Environments
Juheon Kang, Eunkyung Choi, Hongseok Oh, Hyunseo Shin, JuYoun Son, Yunjin Bae, Wonseok Hwang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Q-Strata: Hierarchical Bit Allocation for Mixed-Precision Quantization of Mixture-of-Experts LLMs
Deokjae Lee, Sihun Chu, Hyun Oh Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Q-TIE: A Lightweight and Generalizable Re-ranking Framework for Temporal Information Retrieval
Soyeon Kim, HyunJin Kim, JinYeong Bak, Steven Euijong Whang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
QAQ: Bidirectional Semantic Coherence for Selecting High-Quality Synthetic Code Instructions
Jiayin Lei, Ming Ma, Yunxi Duan, Chenxi Li, Tianming Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
QReason: Query-Focused Decoupled Chain-of-Thought for Efficient Passage Reranking
Yang Zhang, Wenhan Liu, Qiannan Zhu, Mingming Li, Yuanfei Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
QTEA: Ternary LLMs with Sparse Residual Salient Weight and By-Column Optimization
Yipin Guo, Jie Fu, Arun M George, Tareq Mahmoud, Siddharth Joshi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents
Ye Yuan, Rui Song, Weien Li, Zeyu Li, Haochen Liu, Xiangyu Kong, Changjiang Han, Yonghan Yang, Zichen Zhao, Zixuan Dong, Fuyuan Lyu, Bowei He, Haolun Wu, Jikun Kang, Xue Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
QUBRIC: Co-Designing Queries and Rubrics for RL Beyond Verifiable Rewards
Rongzhi Zhang, Rui Feng, Zhihan Zhang, Jingfeng Yang, Qingyu Yin, Xin Liu, Zixuan Zhang, Priyanka Nigam, Bing Yin, Tuo Zhao, Chao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
QUORUM: QUality-Optimized Routing Using Multiple annotators
Antonio Purificato, Maria Sofia Bucarelli, Andrea Bacciu, Amin Mantrach, Fabrizio Silvestri
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
QuaNAG: LLM-driven Memory-bounded Neural Architecture Generation via Quantization-branched Exploration
Yingqi Peng, Yifan Lin, Kaijie Gong, Yi Gao, Wei Dong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Quantifying Hidden Salt for Precision Healthcare: Sodium Assessment via Joint-Factor Retrieval and Chain-of-Thought Inference
Mingyu Huang, Weiqing Min, Yuehui Fang, Yuna He, Shuqiang Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Quantifying and Mitigating Korean Jamo-Level Typographical Vulnerabilities in Large Language Models
Seojin Lee, Hwanhee Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Quantization Inflates Reasoning: Token Inflation as a Hidden Cost of Low-Bit Reasoning Models
Xinyu Lian, Walid Krichene, Beichen Huang, Masahiro Tanaka, Olatunji Ruwase, Li Zhang, Minjia Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Query-focused and Memory-aware Reranker for Long Context Processing
Yuqing Li, Jiangnan Li, Mo Yu, Yanyu Chen, Guoxuan Ding, Zheng Lin, Wei Zhang, Jie Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Quizzing the Translation: A Prover-Grounded Evaluation Metric for NL\rightarrowFOL
Pu Suo, Ali Emami
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Qwen-Image-Bench: From Generation to Creation in Text-to-Image Evaluation
Niantong Li, Guangzheng Hu, Weixu Qiao, Ying Ba, Qichen Hong, Shijun Shen, Jinlin Wang, Fan Zhou, Jianye Kang, Xin Shang, Ziyi HE, Wei Wang, Dalin Li, Jiahao Li, Jie Zhang, Kaiyuan Gao, Kun Yan, Lihan Jiang, Ningyuan Tang, Shengming Yin, Tianhe Wu, Xiao Xu, Xiaoyue Chen, Yuxiang Chen, Yan Shu, Yanran Zhang, Yilei Chen, Yixian Xu, Zekai Zhang, Zhendong Wang, Zihao Liu, Zikai Zhou, Hongzhu Shi, Yi Wang, Bing Zhao, hu Wei, Lin Qu, Chenfei Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Qwen-Image-Layered 1.5: Unified Image Generation and Editing with Native Transparency Awareness
Shengming Yin, Zekai Zhang, Yixian Xu, Kaiyuan Gao, Zhendong Wang, Lihan Jiang, Ningyuan Tang, Tianhe Wu, Xiaoyue Chen, Yanran Zhang, Zihao Liu, Zikai Zhou, Jiahao Li, Xiao Xu, Kun Yan, Yuxiang Chen, Yilei Chen, Yan Shu, Jie Zhang, Heung-Yeung Shum, Lionel Ni, Jingren Zhou, Chenfei Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
R-IDEAL: Reinforcing Insight-Driven Experience for Agent Learning
Wentao Hong, Xin Zhou, Yukai Xu, Jianing Yu, Sheng Yang, Sheng Gao, Weiran Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
R2MED: A Benchmark for Reasoning-Driven Medical Retrieval
Xiangxu Zhang, Lei Li, Zheng Liu, Xiao Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RACE: Scalable Statistical Estimation of Functional Consistency in LLM Neurons
Runyu Wang, Bo Liu, Xiaxin Zhang, Yu Han, Jiawei Cao, Xiaoye Zhang, Zhe Zhang, Yifan Yang, Peng Ping
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RAD-PROTEIN: Multi-source Knowledge-enriched Retrieval-augmented Protein Structure Searching
Kexin Ding, Alison Biester, Brinda Vallat, Chenghua Shao, Dennis W Piehl, Dongwook Won, Joan Segura, Jose M. Duarte, Mu Zhou, Zukang Feng, Yana Rose, Stephen K. Burley, Dimitris N. Metaxas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RAG over Thinking Traces Can Improve Reasoning Tasks
Negar Arabzadeh, Wenjie Ma, Sewon Min, Matei Zaharia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RAG-Safety-Bench: Reliable Evaluation of Retrieval-Augmented LLM Safety
Adithiyan Rajan Indira Saravanan, Kathleen C. Fraser
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RAGSentinel: Certifiable Geometric Consensus for Robust Retrieval-Augmented Generation
Yueyang Quan, Anjun Gao, Yufei Xia, Minghong Fang, Zhuqing Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RAMP: Adapting One Agent to Multiple Retrievers via Behavioral Probing
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
RAPA: Recursively Aligned Pathway Adaptation of Large Language Models
Sol Namkung, Sunghyeon Woo, Inho Jeong, Dongsuk Jeon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RASET: Router-Agnostic Safety-Critical Expert Tuning Exposes Localized Safety Enforcement Failures in Mixture-of-Experts LLMs
Zhibo Zhang, Yuxi Li, Zhen Ouyang, Ling Shi, Kailong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RASPER: Reward-Aligned Summarization of Clinical Notes for EHR Outcome Prediction
Arya Hadizadeh Moghaddam, Mohsen Nayebi Kerdabadi, Chen Chen, Dongjie Wang, Zijun Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RASST: Retrieval-Augmented Simultaneous Speech Translation
Jiaxuan Luo, Siqi Ouyang, Jiaxing Xu, Lei Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RAT: RunAnyThing via Fully Automated Environment Configuration
Renhong Huang, Dongdong Hua, Yifei Sun, Sitao Ding, Hanyang Yuan, Daixin Wang, Yang Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RATF: Robust Adaptive Tri-Encoder Framework for Fake News Detection against Style-Confusion Attacks from LLMs
Haoda Zhang, Zhenhua Tan, Ziwei Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RAVE: Re-Allocating Visual Attention in Large Multimodal Models
XI Leng, Xinhong Ma, Ziqiang Dong, Feng Zhang, Xiaoying Tang, Yang Yang, Guanjun Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
REAT: A Reflective Experience-Augmented Tutoring Framework for Multi-turn Mathematical Instruction
Jianheng Zhou, Chaoli Zhang, Xingjun Wei, Xinliang Zhou, Giancarlo Fortino, Xing Fan, Yanfeng Wang, Qingsong Wen, Haoyang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
REFINE: LLM Refinement over Budgeted Text-Attributed Graphs for Personalized Medical Concept Representation
Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Dongjie Wang, Zijun Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
REFOCUS: Training-Free Attention Sparsification via Uniform-Reference Filtering
Fengyuan Fan, Rena Wei Gao, Yanbei Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
REFRAME: A Test Suite for the Knowledge–Deployment Gap in LLMs
Elahe Rahimi, François Roewer-Després, Hassan Sajjad, Md Mahbub Alam, Sher Badshah, Elham Dolatabadi, Frank Rudzicz
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
REINS: Refusal-Enhanced Inhibitory Steering with Sparse Autoencoder Features
Kai-Xuan Ding, Hao-Xiang Xu, Ji-Hua Peng, Zi-Qi Chen, Jiaqi Wang, Zhen-Hua Ling
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
REPAIR: Resolving Long-Tail Confusion in Scientific Retrievers via Fact-Verified Iterative Refinement
Yerim Oh, Gunhee Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RESKILL: Explicit Failure Attribution and Structured Repair for Interactive Language Agents
Mengyi Deng, Xin Li, Duyi Pan, Zilin Wang, Zhiwei Li, Zhijiang Guo, Wei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RIGOR: Atomic Semantic Normalization and Declarative Constraint Reasoning for Geometry Problem Solving
Yuhang Dong, Weijie Yu, Ziheng Wang, Kunhang Lv, Rui Han, Fuqi Jia, Minghao Yin, Feifei Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RIPPLE: Attacking Backdoor-based LLM Fingerprinting via Latent Representation Perturbation
Hang fu, Yinghan Zhou, Wanli Peng, Juan Wen, Yiming Xue, Huimin Pei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ROT: Rotating Hidden States towards Contextual Vectors for Hallucination Mitigation in LVLMs
Yijing Du, Xiangcheng Zhan, Shuo Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RUBICON: Do Language Models Know When They’ve Crossed the Point of No Return?
Srija Mukhopadhyay, Adnan Qidwai, Jaydeep Sen, Manish Shrivastava
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RVSD: Retrieval Vision Sparse Decoding for Mitigating Visual Hallucinations in Large Vision-Language Models
Canjie Liu, Jiawen Kang, Jinbo Wen, Zishao Zhong
Natural Language Processing
日本大学: 関与なし（対象大学）