EMNLP

2021–2025 確定版

著者一覧 · 国際会議 · 大学ランキング

EMNLP 公式サイト ↗

Natural Language Processing

2025 · 1,668 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。

2025 · EMNLP
Probing and Boosting Large Language Models Capabilities via Attention Heads
Dezhi Zhao, Xin Liu, Xiaocheng Feng, Hui Wang, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Probing for Arithmetic Errors in Language Models
Yucheng Sun, Alessandro Stolfo, Mrinmaya Sachan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments
Dong Wang, Xinghang Li, Zhengshen Zhang, Jirong Liu, Xiao Ma, Hanbo Zhang, Tao Kong, Huaping Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Procedural Environment Generation for Tool-Use Agents
Michael Sullivan, Mareike Hartmann, Alexander Koller
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Process-Supervised Reinforcement Learning for Code Generation
Yufan Ye, Ting Zhang, Wenbin Jiang, Hua Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise
Hanyin Wang, Chufan Gao, Qiping Xu, Bolun Liu, Guleid Hussein, Hariprasad Reddy Korsapati, Mohamad El Labban, Kingsley Iheasirim, Mohamed Hassan, Gokhan Anil, Brian Bartlett, Jimeng Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis
Hanxi Guo, Siyuan Cheng, Xiaolong Jin, Zhuo Zhang, Guangyu Shen, Kaiyuan Zhang, Shengwei An, Guanhong Tao, Xiangyu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval
Subhendu Khatuya, Shashwat Naidu, Pawan Goyal, Niloy Ganguly
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries
Tianyi Lorena Yan, Robin Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths
Jingjin Wang, Jiawei Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ProtoVQA: An Adaptable Prototypical Framework for Explainable Fine-Grained Visual Question Answering
Xingjian Diao, Weiyi Wu, Keyi Kong, Peijun Qing, Xinwen Xu, Ming Cheng, Soroush Vosoughi, Jiang Gui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild
Sheshera Mysore, Debarati Das, Hancheng Cao, Bahareh Sarrafzadeh
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality
Byeongho Yu, Changhun Lee, Jun-gyu Jin, Eunhyeok Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Pruning the Paradox: How CLIP’s Most Informative Heads Enhance Performance While Amplifying Bias
Avinash Madasu, Vasudev Lal, Phillip Howard
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Pun Unintended: LLMs and the Illusion of Humor Understanding
Alessandro Zangari, Matteo Marcuzzo, Andrea Albarelli, Mohammad Taher Pilehvar, Jose Camacho-Collados
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes
Zhijun Xu, Siyu Yuan, Yiqiao Zhang, Jingyu Sun, Tong Zheng, Deqing Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Puzzled by Puzzles: When Vision-Language Models Can’t Take a Hint
Heekyung Lee, Jiaxin Ge, Tsung-Han Wu, Minwoo Kang, Trevor Darrell, David M. Chan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PychoAgent: Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events
Mengzhu Liu, Zhengqiu Zhu, Chuan Ai, Chen Gao, Xinghong Li, Lingnan He, Kaisheng Lai, Yingfeng Chen, Xin Lu, Yong Li, Quanjun Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models
Wei Wang, Zhaowei Li, Qi Xu, YiQing Cai, Hang Song, Qi Qi, Ran Zhou, Zhida Huang, Tao Wang, Li Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
QFrCoLA: a Quebec-French Corpus of Linguistic Acceptability Judgments
David Beauchemin, Richard Khoury
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models
Kuei-Chun Kao, Hsu Tzu-Yin, Yunqi Hong, Ruochen Wang, Cho-Jui Hsieh
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
QSpec: Speculative Decoding with Complementary Quantization Schemes
Juntao Zhao, Wenhao Lu, Sheng Wang, Lingpeng Kong, Chuan Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models
Jiajun Zhou, Yifan Yang, Kai Zhen, Ziyue Liu, Yequan Zhao, Ershad Banijamali, Athanasios Mouchtaris, Ngai Wong, Zheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation
Mengze Hong, Wailing Ng, Chen Jason Zhang, Di Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Quantifying Language Disparities in Multilingual Large Language Models
Songbo Hu, Ivan Vulić, Anna Korhonen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs
Yao Fu, Xianxuan Long, Runchao Li, Haotian Yu, Mu Sheng, Xiaotian Han, Yu Yin, Pan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking
Wuwei Zhang, Fangcong Yin, Howard Yen, Danqi Chen, Xi Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
R-BPE: Improving BPE-Tokenizers with Token Reuse
Nancy Hamdan, Osama Rakan Al Mraikhat, Fadi A. Zaraket
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
R-Bind: Unified Enhancement of Attribute and Relation Binding in Text-to-Image Diffusion Models
Huixuan Zhang, Xiaojun Wan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models
Haiming Qin, Jiwei Zhang, Wei Zhang, KeZhong Lu, Mingyang Zhou, Hao Liao, Rui Mao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
R-PRM: Reasoning-Driven Process Reward Modeling
Shuaijie She, Junxiao Liu, Yifeng Liu, Jiajun Chen, Xin Huang, Shujian Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
R-TOFU: Unlearning in Large Reasoning Models
Sangyeon Yoon, Wonje Jeung, Albert No
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation
Kaijie Chen, Zihao Lin, Zhiyang Xu, Ying Shen, Yuguang Yao, Joy Rimchala, Jiaxin Zhang, Lifu Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RACCooN: Versatile Instructional Video Editing with Auto-Generated Narratives
Jaehong Yoon, Shoubin Yu, Mohit Bansal
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning
Yu Wang, Shiwan Zhao, Zhihu Wang, Ming Fan, Xicheng Zhang, Yubo Zhang, Zhengfan Wang, Heyuan Huang, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions
Wanlong Liu, Junying Chen, Ke Ji, Li Zhou, Wenyu Chen, Benyou Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning
Kun Li, Yunxiang Li, Tianhua Zhang, Hongyin Luo, Xixin Wu, James R. Glass, Helen M. Meng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation
Andrei C. Coman, Ionut-Teodor Sorodoc, Leonardo F. R. Ribeiro, James Henderson, Bill Byrne, Adrià de Gispert
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RALS: Resources and Baselines for Romanian Automatic Lexical Simplification
Fabian Anghel, Petru Theodor Cristea, Claudiu Creangă, Sergiu Nisioi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RAV: Retrieval-Augmented Voting for Tactile Descriptions Without Training
Jinlin Wang, Yulong Ji, Hongyu Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language
Subrata Biswas, Mohammad Nur Hossain Khan, Bashima Islam
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs
Alberto Testoni, Barbara Plank, Raquel Fernández
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RBPtool: A Deep Language Model Framework for Multi-Resolution RBP-RNA Binding Prediction and RNA Molecule Design
Jiyue Jiang, Yitao Xu, Zikang Wang, Yihan Ye, Yanruisheng Shao, Yuheng Shan, Jiuming Wang, Xiaodan Fan, Jiao Yuan, Yu Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RCScore: Quantifying Response Consistency in Large Language Models
Dongjun Jang, Youngchae Ahn, Hyopil Shin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RD-MCSA: A Multi-Class Sentiment Analysis Approach Integrating In-Context Classification Rationales and Demonstrations
Haihua Xie, Yinzhu Cheng, Yaqing Wang, Miao He, Mingming Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing
Haitian Zhong, Yuhuan Liu, Ziyang Xu, Guofan Liu, Qiang Liu, Shu Wu, Zhe Zhao, Liang Wang, Tieniu Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
REALM: Recursive Relevance Modeling for LLM-based Document Re-Ranking
Pinhuan Wang, Zhiqiu Xia, Chunhua Liao, Feiyi Wang, Hang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning
Le Zhang, Bo Wang, Xipeng Qiu, Siva Reddy, Aishwarya Agrawal
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging
Bowen Wang, Haiyuan Wan, Liwen Shi, Chen Yang, Peng He, Yue Ma, Haochen Han, Wenhao Li, Tiao Tan, Yongjian Li, Fangming Liu, Gong Yifan, Sheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution
Jiahui Li, Lin Li, Tai-Wei Chang, Kun Kuang, Long Chen, Jun Zhou, Cheng Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models
Pingyi Hu, Xiaofan Bai, Xiaojing Ma, Chaoxiang He, Dongmei Zhang, Bin Benjamin Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RETAIL: Towards Real-world Travel Planning for Large Language Models
Bin Deng, Yizhe Feng, Zeming Liu, Qing Wei, Xiangrong Zhu, Shuai Chen, Yuanfang Guo, Yunhong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
REVIVING YOUR MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing
Aly M. Kassem, Zhuan Shi, Negar Rostamzadeh, Golnoosh Farnadi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction
Yuchi Wang, Yishuo Cai, Shuhuai Ren, Sihan Yang, Linli Yao, Yuanxin Liu, Yuanxing Zhang, Pengfei Wan, Xu Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs
Can Lin, Zhengwang Jiang, Ling Zheng, Qi Zhao, Yuhang Zhang, Qi Song, Wangqiu Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RLAE: Reinforcement Learning-Assisted Ensemble for LLMs
Yuqian Fu, Yuanheng Zhu, Jiajun Chai, Guojun Yin, Wei Lin, Qichao Zhang, Dongbin Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering
Yiming Zhang, Siyue Zhang, Junbo Zhao, Chen Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RRInf: Efficient Influence Function Estimation via Ridge Regression for Large Language Models and Text-to-Image Diffusion Models
Zhuozhuo Tu, Cheng Chen, Yuxuan Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning
Aziguli Wulamu, Kaiyuan Gong, Lyu Zhengyu, Yu Han, Zhihong Zhu, Bowen Xing
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
Zhaoyan Gong, Juan Li, Zhiqiang Liu, Lei Liang, Huajun Chen, Wen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RaDeR: Reasoning-aware Dense Retrieval Models
Debrup Das, Sam O’Nuallain, Razieh Rahimi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Randomized Smoothing Meets Vision-Language Models
Emmanouil Seferis, Changshun Wu, Stefanos Kollias, Saddek Bensalem, Chih-Hong Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks
Sotaro Takeshita, Yurina Takeshita, Daniel Ruffinelli, Simone Paolo Ponzetto
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data
Zicheng Zhou, Min Huang, Qinghai Miao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Rapid Word Learning Through Meta In-Context Learning
Wentao Wang, Guangyuan Jiang, Tal Linzen, Brenden Lake
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RareSyn: Health Record Synthesis for Rare Disease Diagnosis
Huimin Wang, Yutian Zhao, Yefeng Zheng, Xian Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization
Shuo Xing, Peiran Li, Yuping Wang, Ruizheng Bai, Yueqi Wang, Chan-Wei Hu, Chengxuan Qian, Huaxiu Yao, Zhengzhong Tu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA
Zhao Xinjie, Fan Gao, Xingyu Song, Yingjian Chen, Rui Yang, Yanran Fu, Yuyang Wang, Yusuke Iwasawa, Yutaka Matsuo, Irene Li
Natural Language Processing
日本大学: 東京大学
2025 · EMNLP
ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment
Ruochen Li, Jun Li, Bailiang Jian, Kun Yuan, Youxiang Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ReMedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling
Shaomu Tan, Christof Monz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning
Yiming Du, Yifan Xiang, Bin Liang, Dahua Lin, Kam-Fai Wong, Fei Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ReSeeding Latent States for Sequential Language Understanding
Stéphane Aroca-Ouellette, Katharina von der Wense, Alessandro Roncone
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks
Heng Zhou, Hejia Geng, Xiangyuan Xue, Li Kang, Yiran Qin, Zhiyong Wang, Zhenfei Yin, Lei Bai
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Read to Hear: A Zero-Shot Pronunciation Assessment Using Textual Descriptions and LLMs
Yu-Wen Chen, Melody Ma, Julia Hirschberg
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Reading Between the Prompts: How Stereotypes Shape LLM’s Implicit Personalization
Vera Neplenbroek, Arianna Bisazza, Raquel Fernández
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising
Tongtong Liu, Zhaohui Wang, Meiyue Qin, Zenghui Lu, Xudong Chen, Yuekui Yang, Peng Shu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess
Yikuan Xia, Jiazun Chen, Sujian Li, Jun Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Reason to Rote: Rethinking Memorization in Reasoning
Yupei Du, Philipp Mondorf, Silvia Casola, Yuekun Yao, Robert Litschko, Barbara Plank
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
Yu Sun, Xingyu Qian, Weiwen Xu, Hao Zhang, Chenghao Xiao, Long Li, Deli Zhao, Wenbing Huang, Tingyang Xu, Qifeng Bai, Yu Rong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
Changsheng Wang, Chongyu Fan, Yihua Zhang, Jinghan Jia, Dennis Wei, Parikshit Ram, Nathalie Baracaldo, Sijia Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling
Zhenning Shi, Yijia Zhu, Yi Xie, Junhan Shi, Guorui Xie, Haotian Zhang, Yong Jiang, Congcong Miao, Qing Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking
Junda Zhu, Lingyong Yan, Shuaiqiang Wang, Dawei Yin, Lei Sha
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation
Sashuai Zhou, Weinan Gan, Qijiong Liu, Ke Lei, Jieming Zhu, Hai Huang, Yan Xia, Ruiming Tang, Zhenhua Dong, Zhou Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RecGPT: A Foundation Model for Sequential Recommendation
Yangqin Jiang, Xubin Ren, Lianghao Xia, Da Luo, Kangyi Lin, Chao Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation
Jun-Yu Ma, Tianqing Fang, Zhisong Zhang, Hongming Zhang, Haitao Mi, Dong Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Recontextualizing Revitalization: A Mixed Media Approach to Reviving the Nüshu Language
Ivory Yang, Xiaobo Guo, Yuxin Wang, Hefan Zhang, Yaning Jia, William Dinauer, Soroush Vosoughi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Recursive Training Loops in LLMs: How training data properties modulate distribution shift in generated data?
Grgur Kovač, Jérémy Perez, Rémy Portelas, Peter Ford Dominey, Pierre-Yves Oudeyer
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
RedHerring Attack: Testing the Reliability of Attack Detection
Jonathan Rusert
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Refining Attention for Explainable and Noise-Robust Fact-Checking with Transformers
Jean-Flavien Bussotti, Paolo Papotti
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization
Manato Tajiri, Michimasa Inaba
Natural Language Processing
日本大学: 電気通信大学
2025 · EMNLP
Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction
Fatemeh Haji, Mazal Bethany, Cho-Yu Jason Chiang, Anthony Rios, Peyman Najafirad
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models
Yi Feng, Jiaqi Wang, Wenxuan Zhang, Zhuang Chen, Shen Yutong, Xiyao Xiao, Minlie Huang, Liping Jing, Jian Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Refusal-Aware Red Teaming: Exposing Inconsistency in Safety Evaluations
Yongkang Chen, Xiaohu Du, Xiaotian Zou, Chongyang Zhao, Huan Deng, Hu Li, Xiaohui Kuang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Reimagining Safety Alignment with An Image
Yifan Xia, Guorui Chen, Wenqian Yu, Zhijiang Li, Philip Torr, Jindong Gu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks
Xubo Qin, Jun Bai, Jiaqi Li, Zixia Jia, Zilong Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Reinforcement Learning for Large Language Models via Group Preference Reward Shaping
Huaisheng Zhu, Siyuan Xu, Hangfan Zhang, Teng Xiao, Zhimeng Guo, Shijie Zhou, Shuyue Hu, Vasant G. Honavar
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Reliable Evaluation and Benchmarks for Statement Autoformalization
Auguste Poiroux, Gail Weiss, Viktor Kunčak, Antoine Bosselut
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG
Mossad Helali, Yutai Luo, Tae Jun Ham, Jim Plotts, Ashwin Chaugule, Jichuan Chang, Parthasarathy Ranganathan, Essam Mansour
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Representation Potentials of Foundation Models for Multimodal Alignment: A Survey
Jianglin Lu, Hailing Wang, Yi Xu, Yizhou Wang, Kuo Yang, Yun Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ResFormer: All-Time Reservoir Memory for Long Sequence Classification
Hongbo Liu, Jia Xu
Natural Language Processing
日本大学: 関与なし（対象大学）