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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
CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System
Li Hu, Guoqiang Chen, Xiuwei Shang, Shaoyin Cheng, Benlong Wu, Gangyang Li, Xu Zhu, Weiming Zhang, Nenghai Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents
Rui Qiu, Shijie Chen, Yu Su, Po-Yin Yen, Han Wei Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Computation Mechanism Behind LLM Position Generalization
Chi Han, Heng Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Con Instruction: Universal Jailbreaking of Multimodal Large Language Models via Non-Textual Modalities
Jiahui Geng, Thy Thy Tran, Preslav Nakov, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords
Sina Ahmadi, Micha David Hess, Elena Álvarez-Mellado, Alessia Battisti, Cui Ding, Anne Göhring, Yingqiang Gao, Zifan Jiang, Andrianos Michail, Peshmerge Morad, Joel Niklaus, Maria Christina Panagiotopoulou, Stefano Perrella, Juri Opitz, Anastassia Shaitarova, Rico Sennrich
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
ConSim: Measuring Concept-Based Explanations’ Effectiveness with Automated Simulatability
Antonin Poché, Alon Jacovi, Agustin Martin Picard, Victor Boutin, Fanny Jourdan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
ConceptCarve: Dynamic Realization of Evidence
Eylon Caplan, Dan Goldwasser
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Conditional Dichotomy Quantification via Geometric Embedding
Shaobo Cui, Wenqing Liu, Yiyang Feng, Jiawei Zhou, Boi Faltings
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement
Maosong Cao, Taolin Zhang, Mo Li, Chuyu Zhang, Yunxin Liu, Haodong Duan, Songyang Zhang, Kai Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs
Zhe Yang, Yichang Zhang, Yudong Wang, Ziyao Xu, Junyang Lin, Zhifang Sui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Conformity in Large Language Models
Xiaochen Zhu, Caiqi Zhang, Tom Stafford, Nigel Collier, Andreas Vlachos
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities
Zhaochen Hong, Haofei Yu, Jiaxuan You
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Consistent Client Simulation for Motivational Interviewing-based Counseling
Yizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang, Nicholas Gabriel Lim, Cameron Tan Shi Ern, Phey Ling Kit, Jenny Giam Xiuhui, John Pinto, Ee-Peng Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Conspiracy Theories and Where to Find Them on TikTok
Francesco Corso, Francesco Pierri, Gianmarco De Francisci Morales
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents
Fanhang Man, Huandong Wang, Jianjie Fang, Zhaoyi Deng, Baining Zhao, Xinlei Chen, Yong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Contextual Experience Replay for Self-Improvement of Language Agents
Yitao Liu, Chenglei Si, Karthik R Narasimhan, Shunyu Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Continual Gradient Low-Rank Projection Fine-Tuning for LLMs
Chenxu Wang, Yilin Lyu, Zicheng Sun, Liping Jing
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing
Peiming Guo, Meishan Zhang, Jianling Li, Min Zhang, Yue Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models
Tassilo Klein, Moin Nabi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering
Zifeng Cheng, Zhonghui Wang, Yuchen Fu, Zhiwei Jiang, Yafeng Yin, Cong Wang, Qing Gu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control
Shengpeng Ji, Qian Chen, Wen Wang, Jialong Zuo, Minghui Fang, Ziyue Jiang, Hai Huang, Zehan Wang, Xize Cheng, Siqi Zheng, Zhou Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Controllable Style Arithmetic with Language Models
Weiqi Wang, Wengang Zhou, Zongmeng Zhang, Jie Zhao, Houqiang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets
Harshit Joshi, Shicheng Liu, James Chen, Larsen Weigle, Monica Lam
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models
Yuheng Lu, Bingshuo Qian, Caixia Yuan, Huixing Jiang, Xiaojie Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cool-Fusion: Fuse Large Language Models without Training
Cong Liu, Xiaojun Quan, Yan Pan, Weigang Wu, Xu Chen, Liang Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cooperative or Competitive? Understanding the Interaction between Attention Heads From A Game Theory Perspective
Xiaoye Qu, Zengqi Yu, Dongrui Liu, Wei Wei, Daizong Liu, Jianfeng Dong, Yu Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Coordinating Chaos: A Structured Review of Linguistic Coordination Methodologies
Benjamin Roger Litterer, David Jurgens, Dallas Card
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation
Jingqian Zhao, Bingbing Wang, Geng Tu, Yice Zhang, Qianlong Wang, Bin Liang, Jing Li, Ruifeng Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Counterspeech the ultimate shield! Multi-Conditioned Counterspeech Generation through Attributed Prefix Learning
Aswini Kumar Padhi, Anil Bandhakavi, Tanmoy Chakraborty
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Crab: A Novel Configurable Role-Playing LLM with Assessing Benchmark
Kai He, Yucheng Huang, Wenqing Wang, Delong Ran, Dongming Sheng, Junxuan Huang, Qika Lin, Jiaxing Xu, Wenqiang Liu, Mengling Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models
Yuheng Chen, Pengfei Cao, Yubo Chen, Yining Wang, Shengping Liu, Kang Liu, Jun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence
Jinghan He, Kuan Zhu, Haiyun Guo, Junfeng Fang, Zhenglin Hua, Yuheng Jia, Ming Tang, Tat-Seng Chua, Jinqiao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
CrafText Benchmark: Advancing Instruction Following in Complex Multimodal Open-Ended World
Zoya Volovikova, Gregory Gorbov, Petr Kuderov, Aleksandr Panov, Alexey Skrynnik
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity
Yuri Kuratov, Mikhail Arkhipov, Aydar Bulatov, Mikhail Burtsev
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
CrisisTS: Coupling Social Media Textual Data and Meteorological Time Series for Urgency Classification
Romain Meunier, Farah Benamara, Véronique Moriceau, Zhongzheng Qiao, Savitha Ramasamy
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
CritiQ: Mining Data Quality Criteria from Human Preferences
Honglin Guo, Kai Lv, Qipeng Guo, Tianyi Liang, Zhiheng Xi, Demin Song, Qiuyinzhe Zhang, Yu Sun, Kai Chen, Xipeng Qiu, Tao Gui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Croppable Knowledge Graph Embedding
Yushan Zhu, Wen Zhang, Zhiqiang Liu, Mingyang Chen, Lei Liang, Huajun Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs
Sumanth Doddapaneni, Mohammed Safi Ur Rahman Khan, Dilip Venkatesh, Raj Dabre, Anoop Kunchukuttan, Mitesh M Khapra
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cross-Lingual Generalization and Compression: From Language-Specific to Shared Neurons
Frederick Riemenschneider, Anette Frank
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cross-Lingual Optimization for Language Transfer in Large Language Models
Jungseob Lee, Seongtae Hong, Hyeonseok Moon, Heuiseok Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models
Zixiang Xu, Yanbo Wang, Yue Huang, Xiuying Chen, Jieyu Zhao, Meng Jiang, Xiangliang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts
Youcheng Huang, Chen Huang, Duanyu Feng, Wenqiang Lei, Jiancheng Lv
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge
Qiyuan Zhang, Yufei Wang, Yuxin Jiang, Liangyou Li, Chuhan Wu, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
Samuel Cahyawijaya, Holy Lovenia, Joel Ruben Antony Moniz, Tack Hwa Wong, Mohammad Rifqi Farhansyah, Thant Thiri Maung, Frederikus Hudi, David Anugraha, Muhammad Ravi Shulthan Habibi, Muhammad Reza Qorib, Amit Agarwal, Joseph Marvin Imperial, Hitesh Laxmichand Patel, Vicky Feliren, Bahrul Ilmi Nasution, Manuel Antonio Rufino, Genta Indra Winata, Rian Adam Rajagede, Carlos Rafael Catalan, Mohamed Fazli Mohamed Imam, Priyaranjan Pattnayak, Salsabila Zahirah Pranida, Kevin Pratama, Yeshil Bangera, Adisai Na-Thalang, Patricia Nicole Monderin, Yueqi Song, Christian Simon, Lynnette Hui Xian Ng, Richardy Lobo Sapan, Taki Hasan Rafi, Bin Wang, Supryadi, Kanyakorn Veerakanjana, Piyalitt Ittichaiwong, Matthew Theodore Roque, Karissa Vincentio, Takdanai Kreangphet, Phakphum Artkaew, Kadek Hendrawan Palgunadi, Yanzhi Yu, Rochana Prih Hastuti, William Nixon, Mithil Bangera, Adrian Xuan Wei Lim, Aye Hninn Khine, Hanif Muhammad Zhafran, Teddy Ferdinan, Audra Aurora Izzani, Ayushman Singh, Evan Evan, Jauza Akbar Krito, Michael Anugraha, Fenal Ashokbhai Ilasariya, Haochen Li, John Amadeo Daniswara, Filbert Aurelian Tjiaranata, Eryawan Presma Yulianrifat, Can Udomcharoenchaikit, Fadil Risdian Ansori, Mahardika Krisna Ihsani, Giang Nguyen, Anab Maulana Barik, Dan John Velasco, Rifo Ahmad Genadi, Saptarshi Saha, Chengwei Wei, Isaiah Edri W. Flores, Kenneth Chen Ko Han, Anjela Gail D. Santos, Wan Shen Lim, Kaung Si Phyo, Tim Santos, Meisyarah Dwiastuti, Jiayun Luo, Jan Christian Blaise Cruz, Ming Shan Hee, Ikhlasul Akmal Hanif, M.Alif Al Hakim, Muhammad Rizky Sya’ban, Kun Kerdthaisong, Lester James Validad Miranda, Fajri Koto, Tirana Noor Fatyanosa, Alham Fikri Aji, Jostin Jerico Rosal, Jun Kevin, Robert Wijaya, Onno P. Kampman, Ruochen Zhang, Börje F. Karlsson, Peerat Limkonchotiwat
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学
2025 · ACL
Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM’s Nest
Letian Peng, Zilong Wang, Feng Yao, Jingbo Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis
Ruixiang Feng, Shen Gao, Xiuying Chen, Lisi Chen, Shuo Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts
Wenxuan Lu, Jiangyang He, Zhanqiu Zhang, Steven Y. Guo, Tianning Zang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors
Senqi Yang, Dongyu Zhang, Jing Ren, Ziqi Xu, Xiuzhen Zhang, Yiliao Song, Hongfei Lin, Feng Xia
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Cultural Learning-Based Culture Adaptation of Language Models
Chen Cecilia Liu, Anna Korhonen, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs’ Cultural Knowledge Through Human-AI Red-Teaming
Yu Ying Chiu, Liwei Jiang, Bill Yuchen Lin, Chan Young Park, Shuyue Stella Li, Sahithya Ravi, Mehar Bhatia, Maria Antoniak, Yulia Tsvetkov, Vered Shwartz, Yejin Choi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Culture Matters in Toxic Language Detection in Persian
Zahra Bokaei, Walid Magdy, Bonnie Webber
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Culture is Not Trivia: Sociocultural Theory for Cultural NLP
Naitian Zhou, David Bamman, Isaac L. Bleaman
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Curiosity-Driven Reinforcement Learning from Human Feedback
Haoran Sun, Yekun Chai, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases
Mingyu Lee, Yeachan Kim, Wing-Lam Mok, SangKeun Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
CxGGEC: Construction-Guided Grammatical Error Correction
Yayu Cao, Tianxiang Wang, Lvxiaowei Xu, Zhenyao Wang, Ming Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era
Yanlin Feng, Simone Papicchio, Sajjadur Rahman
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
D.Va: Validate Your Demonstration First Before You Use It
Qi Zhang, Zhiqing Xiao, Ruixuan Xiao, Lirong Gao, Junbo Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression
Yi Zhao, Zuchao Li, Hai Zhao, Baoyuan Qi, Liu Guoming
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation
Chuanyang Zheng, Yihang Gao, Han Shi, Jing Xiong, Jiankai Sun, Jingyao Li, Minbin Huang, Xiaozhe Ren, Michael Ng, Xin Jiang, Zhenguo Li, Yu Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal
Vaibhav Aggarwal, Ojasv Kamal, Abhinav Japesh, Zhijing Jin, Bernhard Schölkopf
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph
Jihyung Lee, Jin-Seop Lee, Jaehoon Lee, YunSeok Choi, Jee-Hyong Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning
Qian Wu, Zheyao Gao, Longfei Gou, Qi Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling
Aili Chen, Chengyu Du, Jiangjie Chen, Jinghan Xu, Yikai Zhang, Siyu Yuan, Zulong Chen, Liangyue Li, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check
Ziheng Qiao, Houquan Zhou, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts
Yuchen Feng, Bowen Shen, Naibin Gu, Jiaxuan Zhao, Peng Fu, Zheng Lin, Weiping Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions
Chuanqi Cheng, Hongda Sun, Bo Du, Shuo Shang, Xinrong Hu, Rui Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DNCASR: End-to-End Training for Speaker-Attributed ASR
Xianrui Zheng, Chao Zhang, Phil Woodland
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics
Yayu Long, Kewei Chen, Long Jin, Mingsheng Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation
Jennifer Chen, Aidar Myrzakhan, Yaxin Luo, Hassaan Muhammad Khan, Sondos Mahmoud Bsharat, Zhiqiang Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
Xueguang Ma, Xi Victoria Lin, Barlas Oguz, Jimmy Lin, Wen-tau Yih, Xilun Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing
Haneul Yoo, Jieun Han, So-Yeon Ahn, Alice Oh
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization
Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Jing Li, Min Zhang, Zhaopeng Tu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DS^2-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis
Hongling Xu, Yice Zhang, Qianlong Wang, Ruifeng Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DTCRS: Dynamic Tree Construction for Recursive Summarization
Guanran Luo, Zhongquan Jian, Wentao Qiu, Meihong Wang, Qingqiang Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Data Caricatures: On the Representation of African American Language in Pretraining Corpora
Nicholas Deas, Blake Vente, Amith Ananthram, Jessica A Grieser, Desmond U. Patton, Shana Kleiner, James R. Shepard III, Kathleen McKeown
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation
Jonibek Mansurov, Akhmed Sakip, Alham Fikri Aji
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning
Mingfei Lau, Qian Chen, Yeming Fang, Tingting Xu, Tongzhou Chen, Pavel Golik
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning
Shaobo Wang, Xiangqi Jin, Ziming Wang, Jize Wang, Jiajun Zhang, Kaixin Li, Zichen Wen, Zhong Li, Conghui He, Xuming Hu, Linfeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Data-Constrained Synthesis of Training Data for De-Identification
Thomas Vakili, Aron Henriksson, Hercules Dalianis
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DavIR: Data Selection via Implicit Reward for Large Language Models
Haotian Zhou, Tingkai Liu, Qianli Ma, Yufeng Zhang, Jianbo Yuan, Pengfei Liu, Yang You, Hongxia Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DeAL: Decoding-time Alignment for Large Language Models
James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi-An Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation
Jizheng Chen, Kounianhua Du, Xinyi Dai, Weiming Zhang, Xihuai Wang, Yasheng Wang, Ruiming Tang, Weinan Zhang, Yong Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT
Daiying Zhao, Xinyu Yang, Hang Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis
Junzhuo Li, Bo Wang, Xiuze Zhou, Peijie Jiang, Jia Liu, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Decoding Reading Goals from Eye Movements
Omer Shubi, Cfir Avraham Hadar, Yevgeni Berzak
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts
Baolong Bi, Shenghua Liu, Lingrui Mei, Yiwei Wang, Junfeng Fang, Pengliang Ji, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains
Kun Li, Tianhua Zhang, Xixin Wu, Hongyin Luo, James R. Glass, Helen M. Meng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times
Olga Loginova, Sofía Ortega Loguinova
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process
Minjun Zhu, Yixuan Weng, Linyi Yang, Yue Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking
Zhuoqun Li, Haiyang Yu, Xuanang Chen, Hongyu Lin, Yaojie Lu, Fei Huang, Xianpei Han, Yongbin Li, Le Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Defense Against Prompt Injection Attack by Leveraging Attack Techniques
Yulin Chen, Haoran Li, Zihao Zheng, Dekai Wu, Yangqiu Song, Bryan Hooi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Defining and Evaluating Visual Language Models’ Basic Spatial Abilities: A Perspective from Psychometrics
Wenrui Xu, Dalin Lyu, Weihang Wang, Jie Feng, Chen Gao, Yong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Dehumanizing Machines: Mitigating Anthropomorphic Behaviors in Text Generation Systems
Myra Cheng, Su Lin Blodgett, Alicia DeVrio, Lisa Egede, Alexandra Olteanu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model
Siheng Xiong, Ali Payani, Yuan Yang, Faramarz Fekri
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection
Chuyuan Li, Raymond Li, Thalia S. Field, Giuseppe Carenini
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Delving into Multilingual Ethical Bias: The MSQAD with Statistical Hypothesis Tests for Large Language Models
Seunguk Yu, Juhwan Choi, YoungBin Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
Zihan Qiu, Zeyu Huang, Bo Zheng, Kaiyue Wen, Zekun Wang, Rui Men, Ivan Titov, Dayiheng Liu, Jingren Zhou, Junyang Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Demystifying Small Language Models for Edge Deployment
Zhenyan Lu, Xiang Li, Dongqi Cai, Rongjie Yi, Fangming Liu, Wei Liu, Jian Luan, Xiwen Zhang, Nicholas D. Lane, Mengwei Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
DenseLoRA: Dense Low-Rank Adaptation of Large Language Models
Lin Mu, Xiaoyu Wang, Li Ni, Yang Li, Zhize Wu, Peiquan Jin, Yiwen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Deontological Keyword Bias: The Impact of Modal Expressions on Normative Judgments of Language Models
Bumjin Park, Jinsil Lee, Jaesik Choi
Natural Language Processing
日本大学: 関与なし（対象大学）