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2022–2026 LIVE

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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
The Esethu Framework: Reimagining Sustainable Dataset Governance and Curation for Low-Resource Languages
Jenalea Rajab, Anuoluwapo Aremu, Everlyn Asiko Chimoto, Dale Dunbar, Graham Morrissey, Fadel Thior, Luandrie Potgieter, Jessica Ojo, Atnafu Lambebo Tonja, Maushami Chetty, Wilhelmina NdapewaOnyothi Nekoto, Pelonomi Moiloa, Jade Abbott, Vukosi Marivate, Benjamin Rosman
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters
Chulun Zhou, Qiujing Wang, Mo Yu, Xiaoqian Yue, Rui Lu, Jiangnan Li, Yifan Zhou, Shunchi Zhang, Jie Zhou, Wai Lam
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Harmonic Structure of Information Contours
Eleftheria Tsipidi, Samuel Kiegeland, Franz Nowak, Tianyang Xu, Ethan Wilcox, Alex Warstadt, Ryan Cotterell, Mario Giulianelli
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Hidden Attention of Mamba Models
Ameen Ali Ali, Itamar Zimerman, Lior Wolf
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It
Aaron Nicolson, Shengyao Zhuang, Jason Dowling, Bevan Koopman
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Impact of Token Granularity on the Predictive Power of Language Model Surprisal
Byung-Doh Oh, William Schuler
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Impossibility of Fair LLMs
Jacy Reese Anthis, Kristian Lum, Michael Ekstrand, Avi Feller, Chenhao Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation
Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Qingshuang Bao, Weipeng Jiang, Qian Wang, Chao Shen, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Knowledge Microscope: Features as Better Analytical Lenses than Neurons
Yuheng Chen, Pengfei Cao, Kang Liu, Jun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Lawyer That Never Thinks: Consistency and Fairness as Keys to Reliable AI
Dana R Alsagheer, Abdulrahman Kamal, Mohammad Kamal, Cosmo Yang Wu, Weidong Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects
Yixin Wan, Kai-Wei Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Mirage of Model Editing: Revisiting Evaluation in the Wild
Wanli Yang, Fei Sun, Jiajun Tan, Xinyu Ma, Qi Cao, Dawei Yin, Huawei Shen, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Nature of NLP: Analyzing Contributions in NLP Papers
Aniket Pramanick, Yufang Hou, Saif M. Mohammad, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Research
Hong Chen, Misha Teplitskiy, David Jurgens
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Role of Deductive and Inductive Reasoning in Large Language Models
Chengkun Cai, Xu Zhao, Haoliang Liu, Zhongyu Jiang, Tianfang Zhang, Zongkai Wu, Jenq-Neng Hwang, Lei Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights
Yufang Liu, Yao Du, Tao Ji, Jianing Wang, Yang Liu, Yuanbin Wu, Aimin Zhou, Mengdi Zhang, Xunliang Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The TIP of the Iceberg: Revealing a Hidden Class of Task-in-Prompt Adversarial Attacks on LLMs
Sergey Berezin, Reza Farahbakhsh, Noel Crespi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents
Feiran Jia, Tong Wu, Xin Qin, Anna Squicciarini
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The Tug of War Within: Mitigating the Fairness-Privacy Conflicts in Large Language Models
Chen Qian, Dongrui Liu, Jie Zhang, Yong Liu, Jing Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The UD-NewsCrawl Treebank: Reflections and Challenges from a Large-scale Tagalog Syntactic Annotation Project
Angelina Aspra Aquino, Lester James Validad Miranda, Elsie Marie T. Or
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
The time scale of redundancy between prosody and linguistic context
Tamar I Regev, Chiebuka Ohams, Shaylee Xie, Lukas Wolf, Evelina Fedorenko, Alex Warstadt, Ethan Wilcox, Tiago Pimentel
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Theorem Prover as a Judge for Synthetic Data Generation
Joshua Ong Jun Leang, Giwon Hong, Wenda Li, Shay B. Cohen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding
Max Ku, Cheuk Hei Chong, Jonathan Leung, Krish Shah, Alvin Yu, Wenhu Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Theoretical Analysis of Hierarchical Language Recognition and Generation by Transformers without Positional Encoding
Daichi Hayakawa, Issei Sato
Natural Language Processing
日本大学: 東京大学
2025 · ACL
Theoretical Guarantees for Minimum Bayes Risk Decoding
Yuki Ichihara, Yuu Jinnai, Kaito Ariu, Tetsuro Morimura, Eiji Uchibe
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学
2025 · ACL
Theory of Mind in Large Language Models: Assessment and Enhancement
Ruirui Chen, Weifeng Jiang, Chengwei Qin, Cheston Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling
Junyi Li, Hwee Tou Ng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining
Jeffrey Li, Mohammadreza Armandpour, Seyed Iman Mirzadeh, Sachin Mehta, Vaishaal Shankar, Raviteja Vemulapalli, Samy Bengio, Oncel Tuzel, Mehrdad Farajtabar, Hadi Pouransari, Fartash Faghri
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
Yaxuan Kong, Yiyuan Yang, Yoontae Hwang, Wenjie Du, Stefan Zohren, Zhangyang Wang, Ming Jin, Qingsong Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
TokAlign: Efficient Vocabulary Adaptation via Token Alignment
Chong Li, Jiajun Zhang, Chengqing Zong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs
Yuchen Fu, Zifeng Cheng, Zhiwei Jiang, Zhonghui Wang, Yafeng Yin, Zhengliang Li, Qing Gu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Tokenisation is NP-Complete
Philip Whittington, Gregor Bachmann, Tiago Pimentel
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models
Hanxing Ding, Shuchang Tao, Liang Pang, Zihao Wei, Jinyang Gao, Bolin Ding, Huawei Shen, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
Junjie Ye, Zhengyin Du, Xuesong Yao, Weijian Lin, Yufei Xu, Zehui Chen, Zaiyuan Wang, Sining Zhu, Zhiheng Xi, Siyu Yuan, Tao Gui, Qi Zhang, Xuanjing Huang, Jiecao Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Top-n\sigma: Eliminating Noise in Logit Space for Robust Token Sampling of LLM
Chenxia Tang, Jianchun Liu, Hongli Xu, Liusheng Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Toward Automatic Discovery of a Canine Phonetic Alphabet
Theron S. Wang, Xingyuan Li, Hridayesh Lekhak, Tuan Minh Dang, Mengyue Wu, Kenny Q. Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Better Evaluation for Generated Patent Claims
Lekang Jiang, Pascal A. Scherz, Stefan Goetz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement
Bingbing Xu, Jing Yao, Xiaoyuan Yi, Aishan Maoliniyazi, Xing Xie, Xiaofeng Meng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Building Large Scale Datasets and State-of-the-Art Automatic Speech Translation Systems for 14 Indian Languages
Ashwin Sankar, Sparsh Jain, Nikhil Narasimhan, Devilal Choudhary, Dhairya Suman, Mohammed Safi Ur Rahman Khan, Anoop Kunchukuttan, Mitesh M Khapra, Raj Dabre
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method
Yupei Ren, Xinyi Zhou, Ning Zhang, Shangqing Zhao, Man Lan, Xiaopeng Bai
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach
Shenglai Zeng, Pengfei He, Kai Guo, Tianqi Zheng, Hanqing Lu, Yue Xing, Hui Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States
Yang Xiao, Jiashuo Wang, Qiancheng Xu, Changhe Song, Chunpu Xu, Yi Cheng, Wenjie Li, Pengfei Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Economical Inference: Enabling DeepSeek’s Multi-Head Latent Attention in Any Transformer-based LLMs
Tao Ji, Bin Guo, Yuanbin Wu, Qipeng Guo, Lixing Shen, Zhan Chen, Xipeng Qiu, Qi Zhang, Tao Gui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Effective Extraction and Evaluation of Factual Claims
Dasha Metropolitansky, Jonathan Larson
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Effective and Efficient Continual Pre-training of Large Language Models
Jie Chen, Zhipeng Chen, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Yingqian Min, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ji-Rong Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Enhanced Immersion and Agency for LLM-based Interactive Drama
Hongqiu Wu, Weiqi Wu, Tianyang Xu, Jiameng Zhang, Hai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception
Shiyu Ni, Keping Bi, Jiafeng Guo, Lulu Yu, Baolong Bi, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Harmonized Uncertainty Estimation for Large Language Models
Rui Li, Jing Long, Muge Qi, Heming Xia, Lei Sha, Peiyi Wang, Zhifang Sui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages
Hyangsuk Min, Yuho Lee, Minjeong Ban, Jiaqi Deng, Nicole Hee-Yeon Kim, Taewon Yun, Hang Su, Jason Cai, Hwanjun Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Objective Fine-tuning: How LLMs’ Prior Knowledge Causes Potential Poor Calibration?
Ziming Wang, Zeyu Shi, Haoyi Zhou, Shiqi Gao, Qingyun Sun, Jianxin Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications
Zhe Chen, Yusheng Liao, Shuyang Jiang, Pingjie Wang, YiQiu Guo, Yanfeng Wang, Yu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Reward Fairness in RLHF: From a Resource Allocation Perspective
Sheng Ouyang, Yulan Hu, Ge Chen, Qingyang Li, Fuzheng Zhang, Yong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization
Keane Ong, Rui Mao, Deeksha Varshney, Erik Cambria, Gianmarco Mengaldo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution
Jizhao Zhu, Akang Shi, Zixuan Li, Long Bai, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Robust and Efficient Federated Low-Rank Adaptation with Heterogeneous Clients
Jabin Koo, Minwoo Jang, Jungseul Ok
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Style Alignment in Cross-Cultural Translation
Shreya Havaldar, Adam Stein, Eric Wong, Lyle Ungar
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards Text-Image Interleaved Retrieval
Xin Zhang, Ziqi Dai, Yongqi Li, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Meishan Zhang, Jun Yu, Wenjie Li, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards a More Generalized Approach in Open Relation Extraction
Qing Wang, Yuepei Li, Qiao Qiao, Kang Zhou, Qi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Towards the Law of Capacity Gap in Distilling Language Models
Chen Zhang, Qiuchi Li, Dawei Song, Zheyu Ye, Yan Gao, Yao Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions
Yiqun Wang, Chaoqun Wan, Sile Hu, Yonggang Zhang, Xiang Tian, Yaowu Chen, Xu Shen, Jieping Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Tracking Life’s Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis
Minghao Lv, Siyuan Chen, Haoan Jin, Minghao Yuan, Qianqian Ju, Yujia Peng, Kenny Q. Zhu, Mengyue Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning
Andrei Mircea, Supriyo Chakraborty, Nima Chitsazan, Irina Rish, Ekaterina Lobacheva
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Training-free LLM Merging for Multi-task Learning
Zichuan Fu, Xian Wu, Yejing Wang, Wanyu Wang, Shanshan Ye, Hongzhi Yin, Yi Chang, Yefeng Zheng, Xiangyu Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Translation and Fusion Improves Cross-lingual Information Extraction
Yang Chen, Vedaant Shah, Alan Ritter
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains
Songjie Niu, Kaisen Yang, Rui Zhao, Yichao Liu, Zonglin Li, Hongning Wang, Wenguang Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis
Priyanka Kargupta, Ishika Agarwal, Tal August, Jiawei Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models
Ziyang Luo, Kaixin Li, Hongzhan Lin, Yuchen Tian, Mohan Kankanhalli, Jing Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
TreeRL: LLM Reinforcement Learning with On-Policy Tree Search
Zhenyu Hou, Ziniu Hu, Yujiang Li, Rui Lu, Jie Tang, Yuxiao Dong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs
Lanxiang Hu, Tajana Rosing, Hao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning
Soumyabrata Chaudhuri, Pranav Purkar, Ritwik Raghav, Shubhojit Mallick, Manish Gupta, Abhik Jana, Shreya Ghosh
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
TripleFact: Defending Data Contamination in the Evaluation of LLM-driven Fake News Detection
Cheng Xu, Nan Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Truth Knows No Language: Evaluating Truthfulness Beyond English
Blanca Calvo Figueras, Eneko Sagarzazu, Julen Etxaniz, Jeremy Barnes, Pablo Gamallo, Iria de-Dios-Flores, Rodrigo Agerri
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Tunable LLM-based Proactive Recommendation Agent
Mingze Wang, Chongming Gao, Wenjie Wang, Yangyang Li, Fuli Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling
Xianzhen Luo, Yixuan Wang, Qingfu Zhu, Zhiming Zhang, Xuanyu Zhang, Qing Yang, Dongliang Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement
Yichen Dong, Xinglin Lyu, Junhui Li, Daimeng Wei, Min Zhang, Shimin Tao, Hao Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Typology-Guided Adaptation in Multilingual Models
Ndapa Nakashole
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models
Boyang Xue, Fei Mi, Qi Zhu, Hongru Wang, Rui Wang, Sheng Wang, Erxin Yu, Xuming Hu, Kam-Fai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter Efficient Fine-Tuning of Large Models
Xueyan Zhang, Jinman Zhao, Zhifei Yang, Yibo Zhong, Shuhao Guan, Linbo Cao, Yining Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench
Boxi Yu, Yuxuan Zhu, Pinjia He, Daniel Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs’ Memorization
Md Nayem Uddin, Amir Saeidi, Divij Handa, Agastya Seth, Tran Cao Son, Eduardo Blanco, Steven Corman, Chitta Baral
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unanswerability Evaluation for Retrieval Augmented Generation
Xiangyu Peng, Prafulla Kumar Choubey, Caiming Xiong, Chien-Sheng Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Uncertainty Propagation on LLM Agent
Qiwei Zhao, Dong Li, Yanchi Liu, Wei Cheng, Yiyou Sun, Mika Oishi, Takao Osaki, Katsushi Matsuda, Huaxiu Yao, Chen Zhao, Haifeng Chen, Xujiang Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Uncertainty in Causality: A New Frontier
Shaobo Cui, Luca Mouchel, Boi Faltings
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning
Lei Li, Hehuan Liu, Yaxin Zhou, ZhaoYang Gui, Xudong Weng, Yi Yuan, Zheng Wei, Zang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Uncovering Visual-Semantic Psycholinguistic Properties from the Distributional Structure of Text Embedding Space
Si Wu, Sebastian Bruch
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL
Hanbing Liu, Haoyang Li, Xiaokang Zhang, Ruotong Chen, Haiyong Xu, Tian Tian, Qi Qi, Jing Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Understanding Common Ground Misalignment in Goal-Oriented Dialog: A Case-Study with Ubuntu Chat Logs
Rupak Sarkar, Neha Srikanth, Taylor Pellegrin, Rachel Rudinger, Claire Bonial, Philip Resnik
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling
Pritom Saha Akash, Kevin Chen-Chuan Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Understanding Impact of Human Feedback via Influence Functions
Taywon Min, Haeone Lee, Yongchan Kwon, Kimin Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu
Renhao Pei, Yihong Liu, Peiqin Lin, François Yvon, Hinrich Schuetze
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Understanding Large Language Model Vulnerabilities to Social Bias Attacks
Jiaxu Zhao, Meng Fang, Fanghua Ye, Ke Xu, Qin Zhang, Joey Tianyi Zhou, Mykola Pechenizkiy
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Understanding Silent Data Corruption in LLM Training
Jeffrey Jian Ma, Hengzhi Pei, Leonard Lausen, George Karypis
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Understanding the Dark Side of LLMs’ Intrinsic Self-Correction
Qingjie Zhang, Di Wang, Haoting Qian, Yiming Li, Tianwei Zhang, Minlie Huang, Ke Xu, Hewu Li, Liu Yan, Han Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education
Yanhao Jia, Xinyi Wu, Li Hao, Qinglin Zhang, Yuxiao Hu, Shuai Zhao, Wenqi Fan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook
Yidi Jiang, Qian Chen, Shengpeng Ji, Yu Xi, Wen Wang, Chong Zhang, Xianghu Yue, ShiLiang Zhang, Haizhou Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations
Fengran Mo, Yifan Gao, Chuan Meng, Xin Liu, Zhuofeng Wu, Kelong Mao, Zhengyang Wang, Pei Chen, Zheng Li, Xian Li, Bing Yin, Meng Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation
Jun Gao, Qi Lv, Zili Wang, Tianxiang Wu, Ziqiang Cao, Wenjie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever
Ang Li, Yiquan Wu, Yifei Liu, Ming Cai, Lizhi Qing, Shihang Wang, Yangyang Kang, Chengyuan Liu, Fei Wu, Kun Kuang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation
Rui Li, Liyang He, Qi Liu, Zheng Zhang, Heng Yu, Yuyang Ye, Linbo Zhu, Yu Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes
Bocheng Li, Zhujin Gao, Linli Xu
Natural Language Processing
日本大学: 関与なし（対象大学）