EMNLP

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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
Train One Sparse Autoencoder Across Multiple Sparsity Budgets to Preserve Interpretability and Accuracy
Nikita Balagansky, Yaroslav Aksenov, Daniil Laptev, Vadim Kurochkin, Gleb Gerasimov, Nikita Koriagin, Daniil Gavrilov
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Training LLMs to be Better Text Embedders through Bidirectional Reconstruction
Chang Su, Dengliang Shi, Siyuan Huang, Jintao Du, Changhua Meng, Yu Cheng, Weiqiang Wang, Zhouhan Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models
Yilong Xu, Jinhua Gao, Xiaoming Yu, Yuanhai Xue, Baolong Bi, Huawei Shen, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling
Minghui Li, Hao Zhang, Yechao Zhang, Wei Wan, Shengshan Hu, Pei Xiaobing, Jing Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Transformer-Based Temporal Information Extraction and Application: A Review
Xin Su, Phillip Howard, Steven Bethard
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Transitive self-consistency evaluation of NLI models without gold labels
Wei Wu, Mark Last
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral
António Farinhas, Nuno M Guerreiro, Sweta Agrawal, Ricardo Rei, Andre Martins
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Translation in the Hands of Many: Centering Lay Users in Machine Translation Interactions
Beatrice Savoldi, Alan Ramponi, Matteo Negri, Luisa Bentivogli
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese
Yikang Liu, Wanyang Zhang, Yiming Wang, Jialong Tang, Pei Zhang, Baosong Yang, Fei Huang, Rui Wang, Hai Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Transparent and Coherent Procedural Mistake Detection
Shane Storks, Itamar Bar-Yossef, Yayuan Li, Zheyuan Zhang, Jason J Corso, Joyce Chai
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Transplant Then Regenerate: A New Paradigm for Text Data Augmentation
Guangzhan Wang, Hongyu Zhang, Beijun Shen, Xiaodong Gu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning
Justin Xu, Yiming Li, Zizheng Zhang, Augustine Yui Hei Luk, Mayank Jobanputra, Samarth Oza, Ashley Murray, Meghana Reddy Kasula, Andrew Parker, David W Eyre
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering
Boyi Zhang, Zhuo Liu, Hangfeng He
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review
Yuan Chang, Ziyue Li, Hengyuan Zhang, Yuanbo Kong, Yanru Wu, Hayden Kwok-Hay So, Zhijiang Guo, Liya Zhu, Ngai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
TrojanStego: Your Language Model Can Secretly Be A Steganographic Privacy Leaking Agent
Dominik Meier, Jan Philip Wahle, Paul Röttger, Terry Ruas, Bela Gipp
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
TrojanWave: Exploiting Prompt Learning for Stealthy Backdoor Attacks on Large Audio-Language Models
Asif Hanif, Maha Tufail Agro, Fahad Shamshad, Karthik Nandakumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Trustworthy Medical Question Answering: An Evaluation-Centric Survey
Yinuo Wang, Baiyang Wang, Robert Mercer, Frank Rudzicz, Sudipta Singha Roy, Pengjie Ren, Zhumin Chen, Xindi Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation
Shuyun Yang, Yan Zhang, Zhengmao Ye, Lei Duan, Mingjie Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
TurBLiMP: A Turkish Benchmark of Linguistic Minimal Pairs
Ezgi Başar, Francesca Padovani, Jaap Jumelet, Arianna Bisazza
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text
Songshuo Lu, Hua Wang, Yutian Rong, Zhi Chen, Yaohua Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route
Hongyi Luo, Qing Cheng, Daniel Matos, Hari Krishna Gadi, Yanfeng Zhang, Lu Liu, Yongliang Wang, Niclas Zeller, Daniel Cremers, Liqiu Meng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games
Yuan Yuan, Muyu He, Muhammad Adil Shahid, Ziyang Li, Jiani Huang, Li Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time
Jiazheng Li, Yuxiang Zhou, Junru Lu, Gladys Tyen, Lin Gui, Cesare Aloisi, Yulan He
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models
Alessandro De Bellis, Salvatore Bufi, Giovanni Servedio, Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents
Jiwen Zhang, Ya-Qi Yu, Minghui Liao, WenTao Li, Jihao Wu, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
UICOMPASS: UI Map Guided Mobile Task Automation via Adaptive Action Generation
Yuanzhang Lin, Zhe Zhang, He Rui, Qingao Dong, Mingyi Zhou, Jing Zhang, Xiang Gao, Hailong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models
Roman Vashurin, Maiya Goloburda, Preslav Nakov, Maxim Panov
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation
Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Dong Yu, Nigel Collier, Deqing Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
UNComp: Can Matrix Entropy Uncover Sparsity? — A Compressor Design from an Uncertainty-Aware Perspective
Jing Xiong, Jianghan Shen, Fanghua Ye, Chaofan Tao, Zhongwei Wan, Jianqiao Lu, Xun Wu, Chuanyang Zheng, Zhijiang Guo, Min Yang, Lingpeng Kong, Ngai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
UltraIF: Advancing Instruction Following from the Wild
Kaikai An, Li Sheng, Ganqu Cui, Shuzheng Si, Ning Ding, Yu Cheng, Baobao Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER
Jielong Tang, Yang Yang, Jianxing Yu, Zhen-Xing Wang, Haoyuan Liang, Liang Yao, Jian Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework
Yini Wang, Xian Zhou, Shengan Zheng, Linpeng Huang, Zhunchen Luo, Wei Luo, Xiaoying Bai
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
Changjiang Gao, Hankun Lin, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Jiajun Chen, Shujian Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Understanding Subword Compositionality of Large Language Models
Qiwei Peng, Yekun Chai, Anders Søgaard
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs
Jun Bai, Minghao Tong, Yang Liu, Zixia Jia, Zilong Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Understanding and Mitigating Overrefusal in LLMs from an Unveiling Perspective of Safety Decision Boundary
Licheng Pan, Yongqi Tong, Xin Zhang, Xiaolu Zhang, Jun Zhou, Zhixuan Chu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems
Xu Shen, Yixin Liu, Yiwei Dai, Yili Wang, Rui Miao, Yue Tan, Shirui Pan, Xin Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models
Bajian Xiang, Shuaijiang Zhao, Tingwei Guo, Wei Zou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld’s Episode Theory
Ming Li, Nan Zhang, Chenrui Fan, Hong Jiao, Yanbin Fu, Sydney Peters, Qingshu Xu, Robert Lissitz, Tianyi Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging
Cheryl Lee, Chunqiu Steven Xia, Longji Yang, Jen-tse Huang, Zhouruixing Zhu, Lingming Zhang, Michael R. Lyu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets
Pengyu Wang, Shaojun Zhou, Chenkun Tan, Xinghao Wang, Wei Huang, Zhen Ye, Zhaowei Li, Botian Jiang, Dong Zhang, Xipeng Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Uniform Information Density and Syntactic Reduction: Revisiting *that*-Mentioning in English Complement Clauses
Hailin Hao, Elsi Kaiser
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference
Hua Cai, Shuang Zhao, Liang Zhang, Xuli Shen, Qing Xu, Weilin Shen, Zihao Wen, Tianke Ban
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
UnitCoder: Scalable Code Synthesis from Pre-training Corpora
Yichuan Ma, Yunfan Shao, Peiji Li, Demin Song, Qipeng Guo, Linyang Li, Xipeng Qiu, Kai Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
UniversalCEFR: Enabling Open Multilingual Research on Language Proficiency Assessment
Joseph Marvin Imperial, Abdullah Barayan, Regina Stodden, Rodrigo Wilkens, Ricardo Muñoz Sánchez, Lingyun Gao, Melissa Torgbi, Dawn Knight, Gail Forey, Reka R. Jablonkai, Ekaterina Kochmar, Robert Joshua Reynolds, Eugénio Ribeiro, Horacio Saggion, Elena Volodina, Sowmya Vajjala, Thomas François, Fernando Alva-Manchego, Harish Tayyar Madabushi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unlearning vs. Obfuscation: Are We Truly Removing Knowledge?
Guangzhi Sun, Potsawee Manakul, Xiao Zhan, Mark Gales
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unleashing the Reasoning Potential of LLMs by Critique Fine-Tuning on One Problem
Yubo Wang, Ping Nie, Kai Zou, Lijun Wu, Wenhu Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering
Zixin Chen, Sicheng Song, KaShun Shum, Yanna Lin, Rui Sheng, Weiqi Wang, Huamin Qu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs
Michiharu Yamashita, Thanh Tran, Delvin Ce Zhang, Dongwon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unpacking Let Alone: Human-Scale Models Generalize to a Rare Construction in Form but not Meaning
Wesley Scivetti, Tatsuya Aoyama, Ethan Wilcox, Nathan Schneider
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification
Tuc Nguyen, Yifan Hu, Thai Le
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unstructured Evidence Attribution for Long Context Query Focused Summarization
Dustin Wright, Zain Muhammad Mujahid, Lu Wang, Isabelle Augenstein, David Jurgens
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unsupervised Concept Vector Extraction for Bias Control in LLMs
Hannah Cyberey, Yangfeng Ji, David Evans
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unsupervised Hallucination Detection by Inspecting Reasoning Processes
Ponhvoan Srey, Xiaobao Wu, Anh Tuan Luu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement
Gabriele Sarti, Vilém Zouhar, Malvina Nissim, Arianna Bisazza
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unveiling Internal Reasoning Modes in LLMs: A Deep Dive into Latent Reasoning vs. Factual Shortcuts with Attribute Rate Ratio
Yiran Yang, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang, Huazheng Wang, Pengfei Ren, Jing Wang, Jianxin Liao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Unveiling the Response of Large Vision-Language Models to Visually Absent Tokens
Sohee Kim, Soohyun Ryu, Joonhyung Park, Eunho Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
User Feedback in Human-LLM Dialogues: A Lens to Understand Users But Noisy as a Learning Signal
Yuhan Liu, Michael JQ Zhang, Eunsol Choi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation
Hengran Zhang, Minghao Tang, Keping Bi, Jiafeng Guo, Shihao Liu, Daiting Shi, Dawei Yin, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models
Qidong Wang, Junjie Hu, Ming Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat
Qi Lin, Weikai Xu, Lisi Chen, Bin Dai
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VC4VG: Optimizing Video Captions for Text-to-Video Generation
Yang Du, Zhuoran Lin, Kaiqiang Song, Biao Wang, Zhicheng Zheng, Tiezheng Ge, Bo Zheng, Qin Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning
Shi-Yu Tian, Zhi Zhou, Kun-Yang Yu, Ming Yang, Lin-Han Jia, Lan-Zhe Guo, Yu-Feng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VEHME: A Vision-Language Model For Evaluating Handwritten Mathematics Expressions
Thu Phuong Nguyen, Duc M. Nguyen, Hyotaek Jeon, Hyunwook Lee, Hyunmin Song, Sungahn Ko, Taehwan Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions
Kazuki Matsuda, Yuiga Wada, Shinnosuke Hirano, Seitaro Otsuki, Komei Sugiura
Natural Language Processing
日本大学: 慶應義塾大学
2025 · EMNLP
VERITAS: Leveraging Vision Priors and Expert Fusion to Improve Multimodal Data
Tingqiao Xu, Ziru Zeng, Jiayu Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VISaGE: Understanding Visual Generics and Exceptions
Stella Frank, Emily Allaway
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VLA-Mark: A cross modal watermark for large vision-language alignment models
Shuliang Liu, Zheng Qi, Jesse Jiaxi Xu, Yibo Yan, Junyan Zhang, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VLASCD: A Visual Language Action Model for Simultaneous Chatting and Decision Making
Zuojin Tang, Bin Hu, Chenyang Zhao, De Ma, Gang Pan, Bin Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VLP: Vision-Language Preference Learning for Embodied Manipulation
Runze Liu, Chenjia Bai, Jiafei Lyu, Shengjie Sun, Yali Du, Xiu Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VRoPE: Rotary Position Embedding for Video Large Language Models
Zikang Liu, Longteng Guo, Yepeng Tang, Tongtian Yue, Junxian Cai, Kai Ma, Qingbin Liu, Xi Chen, Jing Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Value Profiles for Encoding Human Variation
Taylor Sorensen, Pushkar Mishra, Roma Patel, Michael Henry Tessler, Michiel A. Bakker, Georgina Evans, Iason Gabriel, Noah Goodman, Verena Rieser
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Variance Sensitivity Induces Attention Entropy Collapse and Instability in Transformers
Jonghyun Hong, Sungyoon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
Hao Peng, Yunjia Qi, Xiaozhi Wang, Bin Xu, Lei Hou, Juanzi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts
Xin Liu, Lechen Zhang, Sheza Munir, Yiyang Gu, Lu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VeriLocc: End-to-End Cross-Architecture Register Allocation via LLM
Lesheng Jin, Zhenyuan Ruan, Haohui Mai, Jingbo Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs
Keer Lu, Keshi Zhao, Zhuoran Zhang, Zheng Liang, Bin Cui, Tengjiao Wang, Wentao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ViClaim: A Multilingual Multilabel Dataset for Automatic Claim Detection in Videos
Patrick Giedemann, Pius von Däniken, Jan Milan Deriu, Alvaro Rodrigo, Anselmo Peñas, Mark Cieliebak
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents
Qiuchen Wang, Ruixue Ding, Zehui Chen, Weiqi Wu, Shihang Wang, Pengjun Xie, Feng Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ViLBench: A Suite for Vision-Language Process Reward Modeling
Haoqin Tu, Weitao Feng, Hardy Chen, Hui Liu, Xianfeng Tang, Cihang Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding
Shichen Lu, Tongtian Yue, Longteng Guo, Handong Li, Xingjian He, Si Liu, Jing Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Viability of Machine Translation for Healthcare in Low-Resourced Languages
Hellina Hailu Nigatu, Nikita Mehandru, Negasi Haile Abadi, Blen Gebremeskel, Ahmed Alaa, Monojit Choudhury
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models
Xuyang Liu, Yiyu Wang, Junpeng Ma, Linfeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
Ziyang Wang, Jaehong Yoon, Shoubin Yu, Md Mohaiminul Islam, Gedas Bertasius, Mohit Bansal
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents
Xueqiao Zhang, Chao Zhang, Jingtao Xu, Yifan Zhu, Xin Shi, Yi Yang, Yawei Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VideoEraser: Concept Erasure in Text-to-Video Diffusion Models
Naen Xu, Jinghuai Zhang, Changjiang Li, Zhi Chen, Chunyi Zhou, Qingming Li, Tianyu Du, Shouling Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VideoPASTA: 7K Preference Pairs That Matter for Video-LLM Alignment
Yogesh Kulkarni, Pooyan Fazli
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models
Jen-tse Huang, Jiantong Qin, Jianping Zhang, Youliang Yuan, Wenxuan Wang, Jieyu Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models
Bingrui Sima, Linhua Cong, Wenxuan Wang, Kun He
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms
Seungwon Lim, Sungwoong Kim, Jihwan Yu, Sungjae Lee, Jiwan Chung, Youngjae Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding
Zhaowei Liu, Xin Guo, Haotian Xia, Lingfeng Zeng, Fangqi Lou, Jinyi Niu, Mengping Li, Qi Qi, Jiahuan Li, Wei Zhang, Yinglong Wang, Weige Cai, Weining Shen, Liwen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs
Yingqi Fan, Anhao Zhao, Jinlan Fu, Junlong Tong, Hui Su, Yijie Pan, Wei Zhang, Xiaoyu Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions
Ioanna Ntinou, Alexandros Xenos, Yassine Ouali, Adrian Bulat, Georgios Tzimiropoulos
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs
Yue Zhang, Tianyi Ma, Zun Wang, Yanyuan Qiao, Parisa Kordjamshidi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft
Honghao Fu, Junlong Ren, Qi Chai, Deheng Ye, Yujun Cai, Hao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection
Miao Ziqi, Yi Ding, Lijun Li, Jing Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Visual-Aware Speech Recognition for Noisy Scenarios
Balaji Darur, Karan Singla
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search
Yiming Jia, Jiachen Li, Xiang Yue, Bo Li, Ping Nie, Kai Zou, Wenhu Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
VocalNet: Speech LLMs with Multi-Token Prediction for Faster and High-Quality Generation
Yuhao Wang, Heyang Liu, Ziyang Cheng, Ronghua Wu, Qunshan Gu, Yanfeng Wang, Yu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Voice of a Continent: Mapping Africa’s Speech Technology Frontier
AbdelRahim A. Elmadany, Sang Yun Kwon, Hawau Olamide Toyin, Alcides Alcoba Inciarte, Hanan Aldarmaki, Muhammad Abdul-Mageed
Natural Language Processing
日本大学: 関与なし（対象大学）