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
RW-TTT: Batched Serving for Request-Owned Test-Time Training State
Jian Yang, Zhizhuo Kou, Chen Han, Hao Zhang, Yao Tian, Sirui Han, Yike Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
R^3L: Reflect-then-Retry Reinforcement Learning with Language-Guided Exploration, Pivotal Credit, and Positive Amplification
Weijie Shi, Yanxi Chen, Zexi Li, Xuchen Pan, Yuchang Sun, Jiajie Xu, Xiaofang Zhou, Yaliang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Race in the Record: Measuring Racial Signal and Model Inference in Police Arrest Narratives
Arka Dutta, Ted Forsyth, O. Nicholas Robertson, Ashiqur R. KhudaBukhsh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rashid: A Cipher-Based Framework for Exploring In-Context Language Learning
Niyati Bafna, Ryan Soh-Eun Shim, Barbara Plank, David Yarowsky, Hale Sirin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rating the Pitch, Not the Product: User Evaluations of LLMs Reflect Expectations More Than Performance
Robert Morabito, Tyler McDonald, Charitra Viswanath, Angel Hsing-Chi Hwang, Susanne Gaube, Jad Kabbara, Ali Emami
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rating the Raters: Rasch Measurement Theory for LLM Evaluation
Pratik S. Sachdeva, Nathan Boudol
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Re2A: Situated Conversational Recommendation via Rubric-based Preference Reasoning and Alignment
Dongding Lin, Jian Wang, Xiaoyan Zhao, Wenjie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReBOL: Retrieval via Bayesian Optimization with Batched LLM Relevance Observations and Query Reformulation
Anton Korikov, Scott Sanner
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReFeedGraph: Graph-Grounded Reusable Feedback for Debate Improvement
Priya Pitre, Omkar J. Joshi, Timon Ziegenbein, Henning Wachsmuth
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReGraP-LLaVA: Reasoning enabled Graph-based Personalized Large Language and Vision Assistant
Yifan Xiang, Zhenxi Zhang, Bin Li, Yixuan Weng, Bo Gao, Shoujun Zhou, Yangfan He, Yilin Yuan, Keqin Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReGround: Grounding Reviewer Comments in Multimodal Evidence
Serwar Basch, Lizhen Qu, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RePair: Turning Retrieval Failures into Counterfactual Hard Pairs
Siyi Liu, Xiaorong Zhu, Enjun Du, Xinyu Zuo, Lisheng Duan, Haijin Liang, Jin Ma, Junfu Pu, Yongqi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RePro: Proof-Verified Benchmark Rewriting for Reliable Evaluation of LLM Mathematical Problem Solving
Xiyuan Zhou, Zhuoqi Li, Xinlei Wang, Yirui He, Yuhao Wu, Yuheng Cheng, Yan Xu, Junhua Zhao, Jinjin Gu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReProF: Residual Prototype Fusion for Continual LLM Attribution
Yujie Wang, Zhendong Mao, Quan Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReViCo: Unveiling the Limitations of VLMs in Visual Text Understanding via Error Correction
Bojun Zhang, Junhong Liang, Feifei Zhai, Fengxian Ji, Yu Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Re^3Cap: Retrieval-Guided Refinement for Image Captioning Enhancement via Reinforcement Learning
Haonan Jia, Shichao Dong, Zenghui Sun, Jiawen Zheng, Ziqi Miao, Gege Shi, Qiuyu Zhao, Jinsong Lan, Xiaoyong Zhu, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReactBench: A Benchmark for Topological Reasoning in MLLMs on Chemical Reaction Diagrams
Qiang Xu, Shengyuan Bai, Yu Wang, He Cao, Leqingchen, Yuanyuan Liu, Bin Feng, Zijing Liu, Yu Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reactivating Alignment: Defending LLMs from Jailbreaks via Intention-Aware Input–Output Matching
Luoyu Chen, Weiqi Wang, Zhiyi Tian, Chenhan Zhang, Shui Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reactivating Test-Time Scaling for Plane Geometry Problem Solving
Xiaoqiang Kang, Shengen Wu, Maizhen Ning, Xiaobo Jin, Kaizhu Huang, Yutao Yue, Xiaowei Huang, Qiufeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results
Benjamin Kohler, David Zollikofer, Johanna Einsiedler, Alexander Miserlis Hoyle, Elliott Ash
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReaderScope: From Offline Reader-Response Calibration to Online Controlled Story Generation
Feng. Zhang, Rong Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reading Time Modeling with Pixel-Based Language Models
Junlin Li, Sara Alhajeri, Tatsuki Kuribayashi
Natural Language Processing
日本大学: 東北大学
2026 · EMNLP
Ready to Speak: Aligning LLMs for TTS-Friendly Text Generation
Thibaut Thonet, Jos Rozen, Laurent Besacier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Real Images, Worse Judgments: Evaluating Vision-Language Models on Concreteness and Imagery
Yifan Jiang, Ruoxi Ning, Sheng Yao, Freda Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Real-Time Deadlines Reveal Fragile Temporal Adaptation in LLM Strategic Dialogues
Neil Sehgal, Sharath Chandra Guntuku, Lyle Ungar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RealClawBench: Live OpenClaw Benchmarks from Real Developer-Agent Sessions
Zongwei Lv, Yaoming Li, Zhewen Tan, Yilun Yao, Yuxuan Tian, Lin Sun, Xiangzheng Zhang, Weihong Lin, Tong Yang, Guangxiang Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reasoning Beyond English: Separating Capability and Language in Cross-Lingual Reasoning Model Adaptation
Jan Eliasz, Mikołaj Langner, Dzmitry Pihulski, Konrad Wojtasik, Przemyslaw Kazienko, Jan Kocon, Teddy Ferdinan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reasoning Confidence Is Not Policy-Invariant: Calibrating Prefix Success under Model and Budget Shift
Xin Zhang, Qiyu Wei, Chenhan Yuan, Sophia Ananiadou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reasoning Depth and Environment Complexity: A Controlled Study of RLVR Data Allocation across Logical Reasoning Tasks
Yihua Zhu, Qianying Liu, Fei Cheng, Jiaxin Wang, Akiko Aizawa, Sadao Kurohashi, Hidetoshi Shimodaira
Natural Language Processing
日本大学: 京都大学 / 東京大学
2026 · EMNLP
Reasoning Matters: Mitigate Hallucination in Multimodal Large Reasoning Models via Reasoning-Conditioned Preference Optimization
Jiawei Kong, Hao Fang, Shunxiang Liao, Jinyu Li, Bin Chen, Hao Wu, Shu-Tao Xia, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reasoning Under Uncertainty: Exploring Probabilistic Reasoning Capabilities of LLMs
Mobina Pournemat, Keivan Rezaei, Gaurang Sriramanan, Arman Zarei, Hamid Eghbalzadeh, Yang Wang, Jiaxiang Fu, Fuchun Peng, Zhigang Wang, Xue Feng, Nima Noorshams, Soheil Feizi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reasoning and Tool-use Compete in Agentic RL:From Quantifying Interference to Disentangled Tuning
Yu Li, Mingyang Yi, Xiuyu Li, Ju Fan, Fuxin Jiang, Binbin Chen, Peng Li, Jie Song, Tieying Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReasoningFlow: Discourse Structures for Understanding LLM Reasoning Traces
Jinu Lee, Shivam Agarwal, Amruta Parulekar, Siddarth Madala, Dilek Hakkani-Tür, Julia Hockenmaier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Recognition–Refusal Misalignment in LLMs: Why Models Answer Structurally Unanswerable Questions
Yucheng Du, Xiyang Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reconstructing the Right Episode: Evaluating Interleaved Conversational Memory Beyond Long Context
Zhexi Feng, Ruiyi Zhang, Yongbo Yang, Pengtao Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Recontextualizing Famous Quotes for Brand Slogan Generation
Ziao Yang, Zizhang Chen, Lei Zhang, Hongfu Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Recoverability-Controlled Safety Miscalibration in Large Language Models
Yuwei Wang, Xingwang Liang, Yu Xie, Haotian Chi, Haijun Geng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RedEdit: Agentic Red-Teaming of Image Safety Classifiers via MCTS-Guided Photo-Editing
Weilin Lin, Ziqi Lin, Zhenxing Zhou, Jianze Li, Tong Zhang, Hui Xiong, Li Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RedNote-Vibe: A Lifestyle Social Media Dataset for Detecting AI-Generated Text and Analyzing Its Impact
Yudong Li, Yufei Sun, Peiru Yang, Yuhan Yao, Wanyue Li, Haoyang Yang, Jiajun Zou, Haotian Gan, Linlin Shen, Yongfeng Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reflect to Inform: Boosting Multimodal Reasoning via Information-Gain-Driven Verification
Shuai Lv, Chang Liu, Feng Tang, Rui Chen, Yu-Jie Yuan, Aojun Zhou, Kui Zhang, Xi Yang, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReflectRec: Cycle-Consistency Preference Verification for LLM-based Recommendation
Dae Kyoo Kim, Heejung Cho, Sungmoo Hong, Eunil Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Refuse without Refusal: A Structural Analysis of Safety-Tuning Responses for Reducing False Refusals in Language Models
Minji Kim, Hyounghun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RegionDoc-R1: Reinforcing Semantic Layout-Aware Reasoning for Document Understanding
Chao Wang, Hehe Fan, Huichen Yang, Zhengdong Hu, Sarvnaz Karimi, Lina Yao, Yi Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reinforcement Learning Can Amplify Emergent Misalignment from Harmless Rewards
Magnus Jørgenvåg, David Kaczér, Lasse Ruttert, Marvin Gülhan, Lucie Flek, Florian Mai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reinforcement Learning Improves Traversal of Parametric Knowledge in LLMs
Renfei Zhang, Manasa Kaniselvan, Rylan Schaeffer, Niloofar Mireshghallah
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reinforcement Learning with Robust Rubric Rewards
Ya-Qi Yu, Hao Wang, Fangyu Hong, Xiangyang Qu, Gaojie Wu, Qiaoyu Luo, Nuo Xu, Huixin Wang, Wuheng Xu, Yongxin Liao, Zihao Chen, Haonan Li, Ziming Li, Dezhi Peng, Minghui Liao, Jihao Wu, Haoyu Ren, Dandan Tu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reliability Challenges in Diffusion Vision–Language Models
Md. Atabuzzaman, Chris Thomas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reliability of LLM Judges for Evaluating Entity Alignment
Vaibhava Lakshmi Ravideshik, Mayank Kejriwal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rent-a-RAG: Embedding-Space Watermarks for Auditing Third-Party RAG
Alexandr Goultiaev Tolstokorov, Kyriakos Mouratidis, Javad Dogani, Nikolaos Laoutaris
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Repetition Mismatch: Why Data Mixture Experiments Don’t Scale and How to Fix Them
Kevin Zhou, Lisa Alazraki, Kris Cao, Marek Rei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling
Ansar Aynetdinov, Patrick Haller, Alan Akbik
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RepoNav: From Snippet Retrieval to File-Centered Repository Navigation for Code Agents
Hongzheng Chai, Jiakun Li, Hongyue Yu, Yuan Yuan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output
Guozheng Li, Xiyan Fu, Steven Y. Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReproRepo: Scaling Reproducibility Audits with GitHub Repository Issues
Shanda Li, Qiuhong Anna Wei, Jingwu Tang, Valerie Chen, Nihar B Shah, Tim Dettmers, Yiming Yang, Ameet Talwalkar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ResCode: Accurate Expert Compression of Sparse MoE Models via Residual-code Restoration
Hyunwoo Yang, Minjun Kim, U Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ResMerge: Residual-based Spectral Merging of Large Language Models
Yandu Sun, ZhiYan Hou, Hongyan An, Weizhen Wang, Haokai Ma, Yuheng Jia, Junfeng Fang, Haiyun Guo, Jinqiao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Research Design Tracking and Assessment for the Social Sciences
Marco Rovera, Sergiu Burlacu, Dominique Cappelletti, Alessio Tomelleri, Sonia Marzadro, Martina Bazzoli, Annalisa Tassi, Jessica Gagete-Miranda
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reservoir of Importance: Learning Semi-Structured Sparsity with Differentiable Subset Sampling
Ha Dinh, Xuan Duy Ta, Khoat Than, Khac-Hoai Nam Bui
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Residual Sparsification via Output Importance for Compressing Mixture-of-Experts LLMs
Seungwoo Jung, Dohyeok Kwon, Seungmin Cha, Junseok Lee, Yeonho Yoo, Chuck Yoo, Gyeongsik Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Resource Consumption Threats in Large Language Models: A Survey
Yuanhe Zhang, Xinyue Wang, Zhican Chen, Weiliu Wang, Zilu Zhang, Zhengshuo Gong, Zhenhong Zhou, Kun Wang, Li Sun, Yang Liu, Sen Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Response-Aware User Memory Selection for LLM Personalization
Jillian Fisher, Jennifer Neville, Chan Young Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Responsibility-Aware Scheduling for Selective Rationalization
Dengchao Zhang, Yunxiao Zhao, Zhichao Yan, Yue Fan, Shaoru Guo, Ru Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking Clustering as a Conversational Supervision Problem
Theo Rode, Aimee Co, Qingyang Zeng, Sanaya Gandhi, Ananya Purwar, Jonathan P. Chang, Masoud Hashemi, Khyati Mahajan, Filip Deryckere, Fabio Casati
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking Cross-Modality Prompt Transfer: Geometric Priors over Linguistic Semantics
Ningyuan Zhang, Jie Lu, Keqiuyin Li, Guangquan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking Diffusion Large Language Models via Time-aware Weighting and Block-oriented Refinements
Zheyong Xie, Shengrui Li, Li Zhong, Kaiyan Zhao, Fangcheng Shi, Jiakang Wang, Huayi Jin, Zhaokai Luo, Fei Zhao, Haifeng Liu, Jieying Ye, Chonggang Lu, Wenxuan Huang, Yue Liu, Zijie Meng, Shaosheng Cao
Natural Language Processing
日本大学: 東京大学
2026 · EMNLP
Rethinking Evaluation Practices in Automated Essay Scoring: A Quantitative Analysis over the Past Decade
Salam Albatarni, May Bashendy, Sohaila Eltanbouly, Marwan Sayed, Tamer Elsayed
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking Gradient Flow Through Frozen Blocks for Memory-Efficient Block-Coordinate Training
Yeachan Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking Language’s Role in Efficient VLA for Autonomous Vehicles: Toward Smarter, Trustworthy Driving
Tongfei Guo, Lili Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking LoRA Memory Through the Lens of KV Cache Compression
Chunsheng Zuo, Liaoyaqi Wang, William Jurayj, William Fleshman, Benjamin Van Durme
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking Molecular Text Representations for LLMs: An Empirical Study
Arun Raja, Garrett M Morris, Kian Ming A. Chai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking Pivot Programming Languages in Code Language Models
Andor Diera, Lukas Galke Poech, Matthias Tichy
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking Prospect Theory for LLMs: Revealing the Instability of Decision-Making under Epistemic Uncertainty
Rui Wang, Qihan Lin, Jiayu Liu, Qing Zong, Tianshi Zheng, Dadi Guo, Haochen Shi, Peixuan Han, Weiqi Wang, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking Stepwise Model Routing: A Cost-Efficient Table Reasoning Perspective
Shenghao Ye, Yuxiang Wang, Yu Guo, Tao Zhang, Shuangwu Chen, Zijian Wen, Qihui Zhu, Mengjie Zhang, Dong Jin, Wang Luo, Jianyang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking the Evaluation of Efficiency Methods for Multi-Agent Systems
Jiamu Zhang, Lingxi Zhang, Pengjun Lu, Qiyue Zhang, Yu-Neng Chuang, Zhengchen Li, Shuai Xu, Vipin Chaudhary, Hanjie Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking the Role of Efficient Attention in Hybrid Architectures
Ziqing Qiao, Yinuo Xu, Chaojun Xiao, Zhou su, Zihan Zhou, Yingfa Chen, Xiaoyue Xu, Xu Han, Zhiyuan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rethinking the Role of Tensor Decompositions in Post-Training LLM Compression
Artur Zagitov, Alexander Miasnikov, Maxim Krutikov, Artem Tsedenov, Vladimir Aletov, Gleb Molodtsov, Nail Bashirov, Aleksandr Beznosikov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Retrievable Gradients: Continual Post-Training Without Cumulative Weight Drift
Weihang Su, Jiacheng Kang, Jingyan Xu, Qingyao Ai, Jianming Long, Hanwen Zhang, Bangde Du, Xinyuan Cao, Min Zhang, Yiqun Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Retrieval Sensitivity to Identity Signals in Queries
Andrew Tang, Nicholas Deas, Kathleen McKeown, Vishal Misra
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Retrieval-Augmented Generation with Retrieval-optimized TRA Structure
JungHyoun Kim, Soohyeong Kim, Seok Jun Hwang, Jeonghyeon Park, Yong Suk Choi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Retrieval-Augmented LLM Agents: Learning to Learn from Experience
Thomas Palmeira Ferraz, Romain Deffayet, Vassilina Nikoulina, Hervé Déjean, Stéphane Clinchant
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RetrievalRouter: Joint Modality and Architecture Selection for Document Retrieval
Emre Kuru, Mehmet Onur Keskin, Reza Farahbakhsh, Noel Crespi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Retrieving Facts or Reinforcing Beliefs? Towards Understanding Confirmation Bias in RAG Systems for Scientific Claim Verification
Qile Wan, Davide Venditti, Fabio Massimo Zanzotto, Iryna Gurevych, Lizhen Qu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reusing Latent Speech Representations for Query-Conditioned Topic Localization in Transcripts
Steffen Freisinger, Philipp Seeberger, Thomas Ranzenberger, Tobias Bocklet, Korbinian Riedhammer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Revealing Multi-View Hallucination in Large Vision-Language Models
Wooje Park, Insu Lee, Soohyun Kim, Jaeyun Jang, Minyoung Noh, Kyuhong Shim, Byonghyo Shim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ReverseEOL: Improving Training-free Text Embeddings via Text Reversal in Decoder-only LLMs
Ailiang Lin, Zhuoyun Li, Yusong Wang, Keyu Mao, Kotaro Funakoshi, Manabu Okumura
Natural Language Processing
日本大学: 東京科学大学
2026 · EMNLP
Reviewing the Reviewer : LLM-Assisted Reviewer Feedback Generation for Guideline Compliance
Sukannya Purkayastha, Qile Wan, Anne Lauscher, Lizhen Qu, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Revisiting Backdoor Attacks on LLMs: A Stealthy and Practical Poisoning Framework via Harmless Inputs
Jiawei Kong, Hao Fang, Xiaochen Yang, Kuofeng Gao, Bin Chen, Shu-Tao Xia, Yaowei Wang, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Revisiting Greedy Decoding for Visual Question Answering: A Calibration Perspective
Boqi Chen, Xudong Liu, Yunke Ao, Jianing Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Revisiting Reinforcement Learning with Verifiable Rewards from a Contrastive Perspective
Feng Zhang, Xinhong Ma, Ziqiang Dong, XI Leng, Jianfei Zhao, Xin Sun, Yang Yang, Guanjun Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Revisiting the Capacity Gap in Chain-of-Thought Distillation from a Practical Perspective
Tokio Kajitsuka, Ukyo Honda, Sho Takase
Natural Language Processing
日本大学: 東京大学
2026 · EMNLP
Revisiting the Estimation of Unigram Surprisal in Computational Psycholinguistics
Zachary Hopton, Francesco Ignazio Re, Samuel Kiegeland, Andreas Opedal, Eleanor Chodroff, Ryan Cotterell
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Reward-Decomposed Reinforcement Learning for Immersive Video Role-Playing
Miao Wang, Yuling Shi, Yijiang Li, Yeheng Chen, Xiaodong Gu, Bin Li, Bo Gao, Wang Jun, Zengxin Han, Jingtong wu, Yaduan Ruan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Rigel: Self-Distilled Score Adaptation for Image and Video Captioning Evaluation
Shuitsu Koyama, Kazuki Matsuda, Yuiga Wada, Shinnosuke Hirano, Daichi Yashima, Komei Sugiura
Natural Language Processing
日本大学: 慶應義塾大学
2026 · EMNLP
Right Answers for the Right Reasons: Coherence-Enhanced Policy Optimization for Large Language Models
Xiangqi Wang, Yue Huang, Yujun Zhou, Xiaonan Luo, Kehan Guo, Yuchen Ma, Xiangliang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Right Diagnoses, Decorative Reasoning: A Perturbation Audit of Medical Chain-of-Thought
Mengzhu Xu, Jifan Gao, Xia Jiang, Yaoxin Wu, Xi Long
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Right for the Right Reasons? Evaluating the Structural Fidelity of LLM Emotion Explanations
Hajime Hotta, Minh-Tien Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Risk-Adjusted Harm Scoring for Automated Red Teaming of LLMs in Financial Services
Fabrizio Dimino, Bhaskarjit Sarmah, Stefano Pasquali
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Risk-conditioned Fine-tuning of Large Language Models
Zixuan Liu, Fangzheng WU, Brian Summa, Zizhan Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
RiskCueBench: Evaluating Vision Language Models for Anticipatory Risk Reasoning in Videos
Sha Luo, Yogesh Prabhu, Timothy Ossowski, Kaiping Chen, Junjie Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Risky Business: Measuring The Faithfulness-Safety Tension
Dominik Meier, Luca Joshua Francis, Marco Bernhard Kaiser, Terry Ruas, Jan Philip Wahle, Bela Gipp
Natural Language Processing
日本大学: 関与なし（対象大学）