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Natural Language Processing

2025 · 1,602 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 · ACL
Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models
Seungcheol Park, Jeongin Bae, Beomseok Kwon, Minjun Kim, Byeongwook Kim, Se Jung Kwon, U Kang, Dongsoo Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights
Sooyung Choi, Jaehyeok Lee, Xiaoyuan Yi, Jing Yao, Xing Xie, JinYeong Bak
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch
Yuyang Ding, Xinyu Shi, Xiaobo Liang, Juntao Li, Zhaopeng Tu, Qiaoming Zhu, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering
Xinyu Tang, Xiaolei Wang, Zhihao Lv, Yingqian Min, Wayne Xin Zhao, Binbin Hu, Ziqi Liu, Zhiqiang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models
Jiaxu Zhao, Meng Fang, Kun Zhang, Mykola Pechenizkiy
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging
Haobo Zhang, Jiayu Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning
Hui Liu, Wenya Wang, Hao Sun, Chris Xing Tian, Chenqi Kong, Xin Dong, Haoliang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unravelling the Logic: Investigating the Generalisation of Transformers in Numerical Satisfiability Problems
Tharindu Madusanka, Marco Valentino, Iqra Zahid, Ian Pratt-Hartmann, Riza Batista-Navarro
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models
Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Qing Yu, Go Irie [慶應義塾大学] [東京理科大学], Yixuan Li, Hai Helen Li, Ziwei Liu, Kiyoharu Aizawa [東京理科大学] [東京大学]
Natural Language Processing
日本大学: 慶應義塾大学 / 東京理科大学 / 東京大学
2025 · ACL
Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models
Junfeng Tian, Da Zheng, Yang Chen, Rui Wang, Colin Zhang, Debing Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval
Hao Sun, Yingyan Hou, Jiayan Guo, Bo Wang, Chunyu Yang, Jinsong Ni, Yan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing
Zhilin Wang, Yafu Li, Jianhao Yan, Yu Cheng, Yue Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension
Amir Hossein Yari, Fajri Koto
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unveiling Environmental Impacts of Large Language Model Serving: A Functional Unit View
Yanran Wu, Inez Hua, Yi Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders
Boyi Deng, Yu Wan, Baosong Yang, Yidan Zhang, Fuli Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unveiling Privacy Risks in LLM Agent Memory
Bo Wang, Weiyi He, Shenglai Zeng, Zhen Xiang, Yue Xing, Jiliang Tang, Pengfei He
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models
Yisheng Xiao, Juntao Li, Wenpeng Hu, Zhunchen Luo, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation
Boxuan Lyu, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura
Natural Language Processing
日本大学: 東京科学大学 / 奈良先端科学技術大学院大学
2025 · ACL
Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging
Tingfeng Hui, Zhenyu Zhang, Shuohuan Wang, Yu Sun, Hua Wu, Sen Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces
Baining Zhao, Jianjie Fang, Zichao Dai, Ziyou Wang, Jirong Zha, Weichen Zhang, Chen Gao, Yue Wang, Jinqiang Cui, Xinlei Chen, Yong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
User-side Model Consistency Monitoring for Open Source Large Language Models Inference Services
Qijun Miao, Zhixuan Fang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Using Information Theory to Characterize Prosodic Typology: The Case of Tone, Pitch-Accent and Stress-Accent
Ethan Wilcox, Cui Ding, Giovanni Acampa, Tiago Pimentel, Alex Warstadt, Tamar I Regev
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Using Shapley interactions to understand how models use structure
Divyansh Singhvi, Diganta Misra, Andrej Erkelens, Raghav Jain, Isabel Papadimitriou, Naomi Saphra
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me
Runqi Qiao, Qiuna Tan, Guanting Dong, Minhui Wu, Jiapeng Wang, YiFan Zhang, Zhuoma GongQue, Chong Sun, Yida Xu, Yadong Xue, Ye Tian, Zhimin Bao, Lan Yang, Chen Li, Honggang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos
Tingyu Song, Tongyan Hu, Guo Gan, Yilun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
VISA: Retrieval Augmented Generation with Visual Source Attribution
Xueguang Ma, Shengyao Zhuang, Bevan Koopman, Guido Zuccon, Wenhu Chen, Jimmy Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare
Anudeex Shetty, Amin Beheshti, Mark Dras, Usman Naseem
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues
Jianshu Zhang, Dongyu Yao, Renjie Pi, Paul Pu Liang, Yi R. Fung
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service
Xiasi Wang, Tianliang Yao, Simin Chen, Runqi Wang, Lei Ye, Kuofeng Gao, Yi Huang, Yuan Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
VLSBench: Unveiling Visual Leakage in Multimodal Safety
Xuhao Hu, Dongrui Liu, Hao Li, Xuanjing Huang, Jing Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
VMLU Benchmarks: A comprehensive benchmark toolkit for Vietnamese LLMs
Cuc Thi Bui, Nguyen Truong Son, Truong Van Trang, Lam Viet Phung, Pham Nhut Huy, Hoang Anh Le, Quoc Huu Van, Phong Nguyen-Thuan Do, Van Le Tran Truc, Duc Thanh Chau, Le-Minh Nguyen
Natural Language Processing
日本大学: 北陸先端科学技術大学院大学
2025 · ACL
VQAGuider: Guiding Multimodal Large Language Models to Answer Complex Video Questions
Yuyan Chen, Jiyuan Jia, Jiaxin Lu, Siyue Li, Yu Guan, Ming Yang, Qingpei Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism
Congzhi Zhang, Jiawei Peng, Zhenglin Wang, Yilong Lai, Haowen Sun, Heng Chang, Fei Ma, Weijiang Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items
Jongwook Han, Dongmin Choi, Woojung Song, Eun-Ju Lee, Yohan Jo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Value Residual Learning
Zhanchao Zhou, Tianyi Wu, Zhiyun Jiang, Fares Obeid, Zhenzhong Lan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Value-Spectrum: Quantifying Preferences of Vision-Language Models via Value Decomposition in Social Media Contexts
Jingxuan Li, Yuning Yang, Shengqi Yang, Linfan Zhang, Ying Nian Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
Zheheng Luo, Xin Zhang, Xiao Liu, Haoling Li, Yeyun Gong, Qi Chen, Peng Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Veracity Bias and Beyond: Uncovering LLMs’ Hidden Beliefs in Problem-Solving Reasoning
Yue Zhou, Barbara Di Eugenio
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
ViGiL3D: A Linguistically Diverse Dataset for 3D Visual Grounding
Austin Wang, ZeMing Gong, Angel X Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
VideoVista-CulturalLingo: 360° Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension
Xinyu Chen, Yunxin Li, Haoyuan Shi, Baotian Hu, Wenhan Luo, Yaowei Wang, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models
Wei Li, Zhen Huang, Houqiang Li, Le Lu, Yang Lu, Xinmei Tian, Xu Shen, Jieping Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search
Yikun Wang, Siyin Wang, Qinyuan Cheng, Zhaoye Fei, Liang Ding, Qipeng Guo, Dacheng Tao, Xipeng Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models
Wenqian Cui, Xiaoqi Jiao, Ziqiao Meng, Irwin King
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Vulnerability of LLMs to Vertically Aligned Text Manipulations
Zhecheng Li, Yiwei Wang, Bryan Hooi, Yujun Cai, Zhen Xiong, Nanyun Peng, Kai-Wei Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
WAFFLE: Fine-tuning Multi-Modal Model for Automated Front-End Development
Shanchao Liang, Nan Jiang, Shangshu Qian, Lin Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks
Anudeex Shetty, Qiongkai Xu, Jey Han Lau
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Wait, that’s not an option: LLMs Robustness with Incorrect Multiple-Choice Options
Gracjan Góral, Emilia Wiśnios, Piotr Sankowski, Paweł Budzianowski
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Walk in Others’ Shoes with a Single Glance: Human-Centric Visual Grounding with Top-View Perspective Transformation
Yuqi Bu, Xin Wu, Zirui Zhao, Yi Cai, David Hsu, Qiong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation
Senyu Li, Zipeng Sun, Jiayi Wang, Xue Liu, Pontus Stenetorp, Siva Reddy, David Ifeoluwa Adelani
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models
Huawen Feng, Pu Zhao, Qingfeng Sun, Can Xu, Fangkai Yang, Lu Wang, Qianli Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation
Emmanouil Zaranis, Giuseppe Attanasio, Sweta Agrawal, Andre Martins
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Watermarking Large Language Models: An Unbiased and Low-risk Method
Minjia Mao, Dongjun Wei, Zeyu Chen, Xiao Fang, Michael Chau
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models
Yifu Chen, Shengpeng Ji, Haoxiao Wang, Ziqing Wang, Siyu Chen, Jinzheng He, Jin Xu, Zhou Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?
Runqi Qiao, Qiuna Tan, Guanting Dong, Minhui Wu, Chong Sun, Xiaoshuai Song, Jiapeng Wang, Zhuoma GongQue, Shanglin Lei, YiFan Zhang, Zhe Wei, Miaoxuan Zhang, Runfeng Qiao, Xiao Zong, Yida Xu, Peiqing Yang, Zhimin Bao, Muxi Diao, Chen Li, Honggang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains
Juntian Zhang, Chuanqi Cheng, Yuhan Liu, Wei Liu, Jian Luan, Rui Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
WebWalker: Benchmarking LLMs in Web Traversal
Jialong Wu, Wenbiao Yin, Yong Jiang, Zhenglin Wang, Zekun Xi, Runnan Fang, Linhai Zhang, Yulan He, Deyu Zhou, Pengjun Xie, Fei Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective
Ming Li, Yanhong Li, Tianyi Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations
Dongqi Liu, Chenxi Whitehouse, Xi Yu, Louis Mahon, Rohit Saxena, Zheng Zhao, Yifu Qiu, Mirella Lapata, Vera Demberg
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
What Makes a Good Natural Language Prompt?
Do Xuan Long, Duy Dinh, Ngoc-Hai Nguyen, Kenji Kawaguchi, Nancy F. Chen, Shafiq Joty, Min-Yen Kan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
What Matters in Evaluating Book-Length Stories? A Systematic Study of Long Story Evaluation
Dingyi Yang, Qin Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs
Sangyeop Kim, Yohan Lee, Yongwoo Song, Kimin Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices
Zhi Chen, Qiguang Chen, Libo Qin, Qipeng Guo, Haijun Lv, Yicheng Zou, Hang Yan, Kai Chen, Dahua Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
What is Stigma Attributed to? A Theory-Grounded, Expert-Annotated Interview Corpus for Demystifying Mental-Health Stigma
Han Meng, Yancan Chen, Yunan Li, Yitian Yang, Jungup Lee, Renwen Zhang, Yi-Chieh Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
What’s the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns
Michael A. Hedderich, Anyi Wang, Raoyuan Zhao, Florian Eichin, Jonas Fischer, Barbara Plank
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations
Huaizhi Ge, Yiming Li, Qifan Wang, Yongfeng Zhang, Ruixiang Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
When GPT Spills the Tea: Comprehensive Assessment of Knowledge File Leakage in GPTs
Xinyue Shen, Yun Shen, Michael Backes, Yang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation
Daniela Occhipinti, Marco Guerini, Malvina Nissim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
When People are Floods: Analyzing Dehumanizing Metaphors in Immigration Discourse with Large Language Models
Julia Mendelsohn, Ceren Budak
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models
Samuel Joseph Amouyal, Aya Meltzer-Asscher, Jonathan Berant
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
When to Speak, When to Abstain: Contrastive Decoding with Abstention
Hyuhng Joon Kim, Youna Kim, Sang-goo Lee, Taeuk Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Where Are We? Evaluating LLM Performance on African Languages
Ife Adebara, Hawau Olamide Toyin, Nahom Tesfu Ghebremichael, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning
Rajath Rao, Adithya V Ganesan, Oscar Kjell, Jonah Luby, Akshay Raghavan, Scott Feltman, Whitney Ringwald, Ryan L. Boyd, Benjamin Luft, Camilo Ruggero, Neville Ryant, Roman Kotov, H. Andrew Schwartz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Which Demographics do LLMs Default to During Annotation?
Johannes Schäfer, Aidan Combs, Christopher Bagdon, Jiahui Li, Nadine Probol, Lynn Greschner, Sean Papay, Yarik Menchaca Resendiz, Aswathy Velutharambath, Amelie Wuehrl, Sabine Weber, Roman Klinger
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Which of These Best Describes Multiple Choice Evaluation with LLMs? A) Forced B) Flawed C) Fixable D) All of the Above
Nishant Balepur, Rachel Rudinger, Jordan Boyd-Graber
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs
Yixin Wan, Kai-Wei Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection
Jiatao Li, Xiaojun Wan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas
Nishant Balepur, Vishakh Padmakumar, Fumeng Yang, Shi Feng, Rachel Rudinger, Jordan Boyd-Graber
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs
Xiang Zhang, Juntai Cao, Chenyu You, Dujian Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Why Safeguarded Ships Run Aground? Aligned Large Language Models’ Safety Mechanisms Tend to Be Anchored in The Template Region
Chak Tou Leong, Qingyu Yin, Jian Wang, Wenjie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching
Xiangci Li, Zhiyu Chen, Jason Ingyu Choi, Nikhita Vedula, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Words of Warmth: Trust and Sociability Norms for over 26k English Words
Saif M. Mohammad
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning
Siyin Wang, Zhaoye Fei, Qinyuan Cheng, Shiduo Zhang, Panpan Cai, Jinlan Fu, Xipeng Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Writing Like the Best: Exemplar-Based Expository Text Generation
Yuxiang Liu, Kevin Chen-Chuan Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
X-TURING: Towards an Enhanced and Efficient Turing Test for Long-Term Dialogue Agents
Weiqi Wu, Hongqiu Wu, Hai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
XDAC: XAI-Driven Detection and Attribution of LLM-Generated News Comments in Korean
Wooyoung Go, Hyoungshick Kim, Alice Oh, Yongdae Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering
Jennifer D’Souza, Hamed Babaei Giglou, Quentin Münch
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Your Model is Overconfident, and Other Lies We Tell Ourselves
Timothee Mickus, Aman Sinha, Raúl Vázquez
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model
Yiwen Hu, Huatong Song, Jie Chen, Jia Deng, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Zican Dong, Yang Lu, Xu Miao, Wayne Xin Zhao, Ji-Rong Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
ZIPA: A family of efficient models for multilingual phone recognition
Jian Zhu, Farhan Samir, Eleanor Chodroff, David R. Mortensen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
\mathcal{A}^3: Automatic Alignment Framework for Attributed Text Generation
Yue Wang, Haoke Zhang, Juntao Li, Jinxiong Chang, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
\phi-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation
Fangzhi Xu, Hang Yan, Chang Ma, Haiteng Zhao, Jun Liu, Qika Lin, Zhiyong Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
\textit{L-CiteEval}: A Suite for Evaluating Fidelity of Long-context Models
Zecheng Tang, Keyan Zhou, Juntao Li, Baibei Ji, Jianye Hou, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
from Benign import Toxic: Jailbreaking the Language Model via Adversarial Metaphors
Yu Yan, Sheng Sun, Zenghao Duan, Teli Liu, Min Liu, Zhiyi Yin, Jingyu Lei, Qi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
iNews: A Multimodal Dataset for Modeling Personalized Affective Responses to News
Tiancheng Hu, Nigel Collier
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering
Shuai Wang, Yinan Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
Anwen Hu, Haiyang Xu, Liang Zhang, Jiabo Ye, Ming Yan, Ji Zhang, Qin Jin, Fei Huang, Jingren Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow
Geliang Ouyang, Jingyao Chen, Zhihe Nie, Yi Gui, Yao Wan, Hongyu Zhang, Dongping Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
uMedSum: A Unified Framework for Clinical Abstractive Summarization
Aishik Nagar, Yutong Liu, Andy T. Liu, Viktor Schlegel, Vijay Prakash Dwivedi, Arun-Kumar Kaliya-Perumal, Guna Pratheep Kalanchiam, Yili Tang, Robby T. Tan
Natural Language Processing
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