EMNLP

2022–2026 LIVE

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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
Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment
Hao Li, Lijun Li, Zhenghao Lu, Xianyi Wei, Rui Li, Jing Shao, Lei Sha
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers
Milad Alshomary, Nikhil Reddy Varimalla, Vishal Anand, Smaranda Muresan, Kathleen McKeown
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization
Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers
Tommaso Green, Martin Gubri, Haritz Puerto, Sangdoo Yun, Seong Joon Oh
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LeanK: Learnable K Cache Channel Pruning for Efficient Decoding
Yike Zhang, Zhiyuan He, Huiqiang Jiang, Chengruidong Zhang, Yuqing Yang, Jianyong Wang, Lili Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Learn and Unlearn: Addressing Misinformation in Multilingual LLMs
TaiMing Lu, Philipp Koehn
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Learning Contextual Retrieval for Robust Conversational Search
Seunghan Yang, Juntae Lee, Jihwan Bang, Kyuhong Shim, Minsoo Kim, Simyung Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation
Enci Zhang, Xingang Yan, Wei Lin, Tianxiang Zhang, Qianchun Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Learning Subjective Label Distributions via Sociocultural Descriptors
Mohammed Fayiz Parappan, Ricardo Henao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Learning from Diverse Reasoning Paths with Routing and Collaboration
Zhenyu Lei, Zhen Tan, Song Wang, Yaochen Zhu, Zihan Chen, Yushun Dong, Jundong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation
Haijian Ma, Daizong Liu, Xiaowen Cai, Pan Zhou, Yulai Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Learning to Ask: When LLM Agents Meet Unclear Instruction
Wenxuan Wang, Shi Juluan, Zixuan Ling, Yuk-Kit Chan, Chaozheng Wang, Cheryl Lee, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning
Sangyeon Cho, Mingi Kim, Jinkwon Hwang, Jaehoon Go, Minuk Ma, Sunjae Yoon, Junyeong Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction
Junkai Liu, Yujie Tong, Hui Huang, Bowen Zheng, Yiran Hu, Peicheng Wu, Chuan Xiao, Makoto Onizuka, Muyun Yang, Shuyuan Zheng
Natural Language Processing
日本大学: 大阪大学
2025 · EMNLP
LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation
Chaeeun Kim, Jinu Lee, Wonseok Hwang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Lemmatization as a Classification Task: Results from Arabic across Multiple Genres
Mostafa Saeed, Nizar Habash
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Lemmatization of Polish Multi-word Expressions
Magdalena Król, Aleksander Smywiński-Pohl, Zbigniew Kaleta, Paweł Lewkowicz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions
Nannan Huang, Haytham M. Fayek, Xiuzhen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Less Is MuRE: Revisiting Shallow Knowledge Graph Embeddings
Victor Charpenay, Steven Schockaert
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Less is More: The Effectiveness of Compact Typological Language Representations
York Hay Ng, Phuong Hanh Hoang, En-Shiun Annie Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports
Punit Kumar Singh, Nishant Kumar, Akash Ghosh, Kunal Pasad, Khushi Soni, Manisha Jaishwal, Sriparna Saha, Syukron Abu Ishaq Alfarozi, Asres Temam Abagissa, Kitsuchart Pasupa, Haiqin Yang, Jose G Moreno
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Let’s Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM’s Math Capability
Ruida Wang, Yuxin Li, Yi R. Fung, Tong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval
Effrosyni Sokli, Georgios Peikos, Pranav Kasela, Gabriella Pasi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation
Su-Hyeong Park, Ho-Beom Kim, Seong-Jin Park, Dinara Aliyeva, Kang-Min Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity
Zhaoyi Joey Hou, Adriana Kovashka, Xiang Lorraine Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context
Felermino D. M. A. Ali, Henrique Lopes Cardoso, Rui Sousa-Silva
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees
Stephen Meisenbacher, Maulik Chevli, Florian Matthes
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification
Quang Anh Nguyen, Nadi Tomeh, Mustapha Lebbah, Thierry Charnois, Hanane Azzag
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection
Taehee Park, Heejin Do, Gary Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering
Ran Zhang, Wei Zhao, Lieve Macken, Steffen Eger
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LightThinker: Thinking Step-by-Step Compression
Jintian Zhang, Yuqi Zhu, Mengshu Sun, Yujie Luo, Shuofei Qiao, Lun Du, Da Zheng, Huajun Chen, Ningyu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LimRank: Less is More for Reasoning-Intensive Information Reranking
Tingyu Song, Yilun Zhao, Siyue Zhang, Chen Zhao, Arman Cohan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation
Ziniu Zhang, Zhenshuo Zhang, Dongyue Li, Lu Wang, Jennifer Dy, Hongyang R. Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LingGym: How Far Are LLMs from Thinking Like Field Linguists?
Changbing Yang, Franklin Ma, Freda Shi, Jian Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder
Yi Jing, Zijun Yao, Hongzhu Guo, Lingxu Ran, Xiaozhi Wang, Lei Hou, Juanzi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages
Yuemei Xu, Kexin Xu, Jian Zhou, Ling Hu, Lin Gui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models
Sergio E. Zanotto, Segun Aroyehun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL
Yihan Wang, Peiyu Liu, Xin Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation
Keisuke Kamahori, Jungo Kasai, Noriyuki Kojima, Baris Kasikci
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LoRACoE: Improving Large Language Model via Composition-based LoRA Expert
Guanyu Li, Zhiheng Xi, Zhihao Zhang, Boyang Hong, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LoSiA: Efficient High-Rank Fine-Tuning via Subnet Localization and Optimization
Xujia Wang, Yunjia Qi, Bin Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval
Yanzhen Shen, Sihao Chen, Xueqiang Xu, Yunyi Zhang, Chaitanya Malaviya, Dan Roth
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning
Tianshi Zheng, Cheng Jiayang, Chunyang Li, Haochen Shi, Zihao Wang, Jiaxin Bai, Yangqiu Song, Ginny Wong, Simon See
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models
Kang He, Kaushik Roy
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Logical Reasoning with Outcome Reward Models for Test-Time Scaling
Ramya Keerthy Thatikonda, Wray Buntine, Ehsan Shareghi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems
Jianfeng Deng, Qingfeng Chen, Debo Cheng, Jiuyong Li, Lin Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Logits-Based Finetuning
Jingyao Li, Senqiao Yang, Sitong Wu, Han Shi, Chuanyang Zheng, Hong Xu, Jiaya Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Logos as a Well-Tempered Pre-train for Sign Language Recognition
Ilya Ovodov, Petr Surovtsev, Karina Kvanchiani, Alexander Kapitanov, Alexander Nagaev
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Long-Form Information Alignment Evaluation Beyond Atomic Facts
Danna Zheng, Mirella Lapata, Jeff Z. Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models
Pu Jian, Junhong Wu, Wei Sun, Chen Wang, Shuo Ren, Jiajun Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Look Beyond Feeling: Unveiling Latent Needs from Implicit Expressions for Proactive Emotional Support
Xing Fu, Haozhen Li, Bichen Wang, Hao Yang, Yanyan Zhao, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
Haozhe Zhao, Shuzheng Si, Liang Chen, Yichi Zhang, Maosong Sun, Baobao Chang, Minjia Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing
Peng Wang, Biyu Zhou, Xuehai Tang, Jizhong Han, Songlin Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis
ChengYan Wu, Bolei Ma, Yihong Liu, Zheyu Zhang, Ningyuan Deng, Yanshu Li, Baolan Chen, Yi Zhang, Yun Xue, Barbara Plank
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models
Zexuan Li, Hongliang Dai, Piji Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
Yew Ken Chia, Liying Cheng, Hou Pong Chan, Maojia Song, Chaoqun Liu, Mahani Aljunied, Soujanya Poria, Lidong Bing
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
M-Wanda: Improving One-Shot Pruning for Multilingual LLMs
Rochelle Choenni, Ivan Titov
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model
Yang Zhou, Pengfei Cao, Yubo Chen, Qingbin Liu, Dianbo Sui, Xi Chen, Kang Liu, Jun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
M3Retrieve: Benchmarking Multimodal Retrieval for Medicine
Arkadeep Acharya, Akash Ghosh, Pradeepika Verma, Kitsuchart Pasupa, Sriparna Saha, Dr Priti Singh
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval
Yifan Liu, Qianfeng Wen, Mark Zhao, Jiazhou Liang, Scott Sanner
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications
Zike Yuan, Ming Liu, Hui Wang, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness
Junsheng Huang, Zhitao He, Yuchen Huang, Sandeep Polisetty, Qingyun Wang, Yi R. Fung
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation
Kaiyuan Zhang, Qian Liu, Luyang Zhang, Chaoqun Zheng, Shuaimin Li, Bing Xu, Muyun Yang, Xinxiao Qiao, Wenpeng Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MAIN: Mutual Alignment Is Necessary for instruction tuning
Fanyi Yang, Jianfeng Liu, Xin Zhang, Haoyu Liu, Xixin Cao, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition
Xinkui Lin, Yuhui Zhang, Yongxiu Xu, Kun Huang, Hongzhang Mu, Yubin Wang, Gaopeng Gou, Li Qian, Li Peng, Wei Liu, Jian Luan, Hongbo Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation
Woohyun Cho, Youngmin Kim, Sunghyun Lee, Youngjae Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning
Justin Chen, Archiki Prasad, Swarnadeep Saha, Elias Stengel-Eskin, Mohit Bansal
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MAviS: A Multimodal Conversational Assistant For Avian Species
Yevheniia Kryklyvets, Mohammed Irfan Kurpath, Sahal Shaji Mullappilly, Jinxing Zhou, Fahad Shahbaz Khan, Rao Muhammad Anwer, Salman Khan, Hisham Cholakkal
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol
Huihao Jing, Haoran Li, Wenbin Hu, Qi Hu, Xu Heli, Tianshu Chu, Peizhao Hu, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering
Teng Lin, Yuyu Luo, Honglin Zhang, Jicheng Zhang, Chunlin Liu, Kaishun Wu, Nan Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper
Runjia Zeng, Guangyan Sun, Qifan Wang, Tong Geng, Sohail Dianat, Xiaotian Han, Raghuveer Rao, Xueling Zhang, Cheng Han, Lifu Huang, Dongfang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition
Zhongyu Yang, Junhao Song, Siyang Song, Wei Pang, Yingfang Yuan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding
Mengyue Wang, Shuo Chen, Kristian Kersting, Volker Tresp, Yunpu Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MIO: A Foundation Model on Multimodal Tokens
Zekun Moore Wang, King Zhu, Chunpu Xu, Wangchunshu Zhou, Jiaheng Liu, Yibo Zhang, Jessie Wang, Ning Shi, Siyu Li, Yizhi Li, Haoran Que, Zhaoxiang Zhang, Yuanxing Zhang, Ge Zhang, Ke Xu, Jie Fu, Wenhao Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with Resistance
Subin Kim, Hoonrae Kim, Jihyun Lee, Yejin Jeon, Gary Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ML-Promise: A Multilingual Dataset for Corporate Promise Verification
Yohei Seki, Hakusen Shu, Anaïs Lhuissier, Hanwool Lee, Juyeon Kang, Min-Yuh Day, Chung-Chi Chen
Natural Language Processing
日本大学: 筑波大学
2025 · EMNLP
MLWQ: Efficient Small Language Model Deployment via Multi-Level Weight Quantization
Chun Hu, Junhui He, Shangyu Wu, Yuxin He, Chun Jason Xue, Qingan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MMAG: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting
Xinpan Yuan, Mingzhu Huang, Liujie Hua, Jianuo Ju, Xu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs
Yiheng Hu, Xiaoyang Wang, Qing Liu, Xiwei Xu, Qian Fu, Wenjie Zhang, Liming Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MMDocIR: Benchmarking Multimodal Retrieval for Long Documents
Kuicai Dong, Yujing Chang, Derrick Goh Xin Deik, Dexun Li, Ruiming Tang, Yong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
Weihao Xuan, Rui Yang, Heli Qi, Qingcheng Zeng, Yunze Xiao, Aosong Feng, Dairui Liu, Yun Xing, Junjue Wang, Fan Gao, Jinghui Lu, Yuang Jiang, Huitao Li, Xin Li, Kunyu Yu, Ruihai Dong, Shangding Gu, Yuekang Li, Xiaofei Xie, Felix Juefei-Xu, Foutse Khomh, Osamu Yoshie, Qingyu Chen, Douglas Teodoro, Nan Liu, Randy Goebel, Lei Ma, Edison Marrese-Taylor, Shijian Lu, Yusuke Iwasawa, Yutaka Matsuo, Irene Li
Natural Language Processing
日本大学: 東京大学 / 早稲田大学
2025 · EMNLP
MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations
Genglin Liu, Vivian T. Le, Salman Rahman, Elisa Kreiss, Marzyeh Ghassemi, Saadia Gabriel
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MPRF: Interpretable Stance Detection through Multi-Path Reasoning Framework
ZhaoDan Zhang, Jin Zhang, Hui Xu, Jiafeng Guo, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MR. Judge: Multimodal Reasoner as a Judge
Renjie Pi, Haoping Bai, Qibin Chen, Xiaoming Simon Wang, Jiulong Shan, Xiaojiang Liu, Meng Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation
Xiaozhou You, Yahui Luo, Lihong Gu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models
Xiaolong Wang, Zhaolu Kang, Wangyuxuan Zhai, Xinyue Lou, Yunghwei Lai, Ziyue Wang, Yawen Wang, Kaiyu Huang, Yile Wang, Peng Li, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities
Sahil Verma, Keegan Hines, Jeff Bilmes, Charlotte Siska, Luke Zettlemoyer, Hila Gonen, Chandan Singh
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MULTIVOX: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions
Ramaneswaran Selvakumar, Ashish Seth, Nishit Anand, Utkarsh Tyagi, Sonal Kumar, Sreyan Ghosh, Dinesh Manocha
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models
Siyu Yan, Long Zeng, Xuecheng Wu, Chengcheng Han, Kongcheng Zhang, Chong Peng, Xuezhi Cao, Xunliang Cai, Chenjuan Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MUZO: Leveraging Multiple Queries and Momentum for Zeroth-Order Fine-Tuning of Large Language Models
Yuezhang Peng, Yuxin Liu, Fei Wen, Xie Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models
Zhen Zhang, Yifan Yang, Kai Zhen, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann, Zheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Machine-generated text detection prevents language model collapse
George Drayson, Emine Yilmaz, Vasileios Lampos
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking
Sujoy Sarkar, Gourav Sarkar, Manoj Balaji Jagadeeshan, Jivnesh Sandhan, Amrith Krishna, Pawan Goyal
Natural Language Processing
日本大学: 京都大学
2025 · EMNLP
Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning
Chan Young Park, Jillian Fisher, Marius Memmel, Dipika Khullar, Seoho Yun, Abhishek Gupta, Yejin Choi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Mapping Toxic Comments Across Demographics: A Dataset from German Public Broadcasting
Jan Fillies, Michael Peter Hoffmann, Rebecca Reichel, Roman Salzwedel, Sven Bodemer, Adrian Paschke
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Mapping semantic networks to Dutch word embeddings as a diagnostic tool for cognitive decline
Maithe van Noort, Michal Korenar, Jelke Bloem
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLMs
Zhen Xiong, Yujun Cai, Zhecheng Li, Yiwei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality
Yuto Harada [東京科学大学] [東京大学], Yusuke Yamauchi, Yusuke Oda, Yohei Oseki, Yusuke Miyao, Yu Takagi
Natural Language Processing
日本大学: 東京科学大学 / 名古屋工業大学 / 奈良先端科学技術大学院大学 / 東京大学
2025 · EMNLP
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors
Jakub Macina, Nico Daheim, Ido Hakimi, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science
Peter Jansen, Samiah Hassan, Ruoyao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）