ACL

2021–2025 確定版

著者一覧 · 国際会議 · 大学ランキング

ACL 公式サイト ↗

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
Enhancing Machine Translation with Self-Supervised Preference Data
Haoxiang Sun, Ruize Gao, Pei Zhang, Baosong Yang, Rui Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Enhancing Mathematical Reasoning in LLMs by Stepwise Correction
Zhenyu Wu, Qingkai Zeng, Zhihan Zhang, Zhaoxuan Tan, Chao Shen, Meng Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Enhancing Multimodal Continual Instruction Tuning with BranchLoRA
Duzhen Zhang, Yong Ren, Zhong-Zhi Li, Yahan Yu, Jiahua Dong, Chenxing Li, Zhilong Ji, Jinfeng Bai
Natural Language Processing
日本大学: 京都大学
2025 · ACL
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment
Delong Zeng, Yuexiang Xie, Yaliang Li, Ying Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation
Abudurexiti Reheman, Hongyu Liu, Junhao Ruan, Abudukeyumu Abudula, Yingfeng Luo, Tong Xiao, JingBo Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub
Bohan Lyu, Xin Cong, Heyang Yu, Pan Yang, Cheng Qian, Zihe Wang, Yujia Qin, Yining Ye, Yaxi Lu, Chen Qian, Zhong Zhang, Yukun Yan, Yankai Lin, Zhiyuan Liu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Enhancing Retrieval-Augmented Generation via Evidence Tree Search
Hao Sun, Hengyi Cai, Yuchen Li, Xuanbo Fan, Xiaochi Wei, Shuaiqiang Wang, Yan Zhang, Dawei Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization
Yuhao Wang, Keyan Ding, Kehua Feng, Zeyuan Wang, Ming Qin, Xiaotong Li, Qiang Zhang, Huajun Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Enhancing Spoken Discourse Modeling in Language Models Using Gestural Cues
Varsha Suresh, M. Hamza Mughal, Christian Theobalt, Vera Demberg
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Enhancing Text Editing for Grammatical Error Correction: Arabic as a Case Study
Bashar Alhafni, Nizar Habash
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Enhancing Transformers for Generalizable First-Order Logical Entailment
Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning
Peichao Lai, Zhengfeng Zhang, Wentao Zhang, Fangcheng Fu, Bin Cui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Enough Coin Flips Can Make LLMs Act Bayesian
Ritwik Gupta, Rodolfo Corona, Jiaxin Ge, Eric Wang, Dan Klein, Trevor Darrell, David M. Chan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Ensemble Watermarks for Large Language Models
Georg Niess, Roman Kern
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Entailed Between the Lines: Incorporating Implication into NLI
Shreya Havaldar, Hamidreza Alvari, John Palowitch, Mohammad Javad Hosseini, Senaka Buthpitiya, Alex Fabrikant
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Entailment-Preserving First-order Logic Representations in Natural Language Entailment
Jinu Lee, Qi Liu, Runzhi Ma, Vincent Han, Ziqi Wang, Heng Ji, Julia Hockenmaier
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts
Subhajit Chaudhury, Payel Das, Sarathkrishna Swaminathan, Georgios Kollias, Elliot Nelson, Khushbu Pahwa, Tejaswini Pedapati, Igor Melnyk, Matthew Riemer
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis
Qianlong Wang, Keyang Ding, Hengxin Gao, Hui Wang, Ruifeng Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Error-driven Data-efficient Large Multimodal Model Tuning
Barry Menglong Yao, Qifan Wang, Lifu Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents
Cheng Qian, Peixuan Han, Qinyu Luo, Bingxiang He, Xiusi Chen, Yuji Zhang, Hongyi Du, Jiarui Yao, Xiaocheng Yang, Denghui Zhang, Yunzhu Li, Heng Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis
Kejian Zhu, Shangqing Tu, Zhuoran Jin, Lei Hou, Juanzi Li, Jun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models
James Flemings, Bo Jiang, Wanrong Zhang, Zafar Takhirov, Murali Annavaram
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation
Susanna Rücker, Alan Akbik
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluating LLMs for Portuguese Sentence Simplification with Linguistic Insights
Arthur Mariano Rocha De Azevedo Scalercio, Elvis A. De Souza, Maria José Bocorny Finatto, Aline Paes
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluating Language Models as Synthetic Data Generators
Seungone Kim, Juyoung Suk, Xiang Yue, Vijay Viswanathan, Seongyun Lee, Yizhong Wang, Kiril Gashteovski, Carolin Lawrence, Sean Welleck, Graham Neubig
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluating Lexical Proficiency in Neural Language Models
Cristiano Ciaccio, Alessio Miaschi, Felice Dell’Orletta
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluating Multimodal Language Models as Visual Assistants for Visually Impaired Users
Antonia Karamolegkou, Malvina Nikandrou, Georgios Pantazopoulos, Danae Sanchez Villegas, Phillip Rust, Ruchira Dhar, Daniel Hershcovich, Anders Søgaard
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search
Linhao Yu, Xingguang Ji, Yahui Liu, Fanheng Kong, Chenxi Sun, Jingyuan Zhang, Hongzhi Zhang, Victoria W., Fuzheng Zhang, Deyi Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity
Yupu Hao, Pengfei Cao, Zhuoran Jin, Huanxuan Liao, Yubo Chen, Kang Liu, Jun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluating Sequence Labeling on the basis of Information Theory
Enrique Amigó, Elena Álvarez-Mellado, Julio Gonzalo, Jorge Carrillo-de-Albornoz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluating Theory of (an uncertain) Mind: Predicting the Uncertain Beliefs of Others from Conversational Cues
Anthony Sicilia, Malihe Alikhani
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration
ChaeHun Park, Yujin Baek, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluating the Evaluation of Diversity in Commonsense Generation
Tianhui Zhang, Bei Peng, Danushka Bollegala
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models
Fan Zhang, Shulin Tian, Ziqi Huang, Yu Qiao, Ziwei Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Evaluation of LLM Vulnerabilities to Being Misused for Personalized Disinformation Generation
Aneta Zugecova, Dominik Macko, Ivan Srba, Robert Moro, Jakub Kopál, Katarína Marcinčinová, Matúš Mesarčík
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
EventRAG: Enhancing LLM Generation with Event Knowledge Graphs
Zairun Yang, Yilin Wang, Zhengyan Shi, Yuan Yao, Lei Liang, Keyan Ding, Emine Yilmaz, Huajun Chen, Qiang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
EvoWiki: Evaluating LLMs on Evolving Knowledge
Wei Tang, Yixin Cao, Yang Deng, Jiahao Ying, Bo Wang, Yizhe Yang, Yuyue Zhao, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Yong Liao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge
Zhiyuan Zhu, Yusheng Liao, Zhe Chen, Yuhao Wang, Yunfeng Guan, Yanfeng Wang, Yu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exclusion of Thought: Mitigating Cognitive Load in Large Language Models for Enhanced Reasoning in Multiple-Choice Tasks
Qihang Fu, Yongbin Qin, Ruizhang Huang, Yanping Chen, Yulin Zhou, Lintao Long
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
ExpeTrans: LLMs Are Experiential Transfer Learners
Jinglong Gao, Xiao Ding, Lingxiao Zou, Bibo Cai, Bing Qin, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Explaining Matters: Leveraging Definitions and Semantic Expansion for Sexism Detection
Sahrish Khan, Arshad Jhumka, Gabriele Pergola
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Explicit and Implicit Data Augmentation for Social Event Detection
Congbo Ma, Yuxia Wang, Jia Wu, Jian Yang, Jing Du, Zitai Qiu, Qing Li, Hu Wang, Preslav Nakov
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exploiting Contextual Knowledge in LLMs through \mathcal{V}-usable Information based Layer Enhancement
Xiaowei Yuan, Zhao Yang, Ziyang Huang, Yequan Wang, Siqi Fan, Yiming Ju, Jun Zhao, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exploiting the Shadows: Unveiling Privacy Leaks through Lower-Ranked Tokens in Large Language Models
Yuan Zhou, Zhuo Zhang, Xiangyu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration
Yunkun Wang, Yue Zhang, Zhen Qin, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging
Zhenyang Cai, Junying Chen, Rongsheng Wang, Weihong Wang, Yonglin Deng, Dingjie Song, Yize Chen, Zixu Zhang, Benyou Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exploring Explanations Improves the Robustness of In-Context Learning
Ukyo Honda, Tatsushi Oka
Natural Language Processing
日本大学: 慶應義塾大学
2025 · ACL
Exploring Forgetting in Large Language Model Pre-Training
Chonghua Liao, Ruobing Xie, Xingwu Sun, Haowen Sun, Zhanhui Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exploring How Generative MLLMs Perceive More Than CLIP with the Same Vision Encoder
Siting Li, Pang Wei Koh, Simon Shaolei Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exploring LLMs’ Ability to Spontaneously and Conditionally Modify Moral Expressions through Text Manipulation
Candida Maria Greco, Lucio La Cava, Lorenzo Zangari, Andrea Tagarelli
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning
Xinyu Zhang, Aibo Song, Jingyi Qiu, Jiahui Jin, Tianbo Zhang, Xiaolin Fang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exploring Persona Sentiment Sensitivity in Personalized Dialogue Generation
Yonghyun Jun, Hwanhee Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exploring the Impact of Instruction-Tuning on LLM’s Susceptibility to Misinformation
Kyubeen Han, Junseo Jang, Hongjin Kim, Geunyeong Jeong, Harksoo Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis
Jisoo Mok, Ik-hwan Kim, Sangkwon Park, Sungroh Yoon
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning
Joykirat Singh, Akshay Nambi, Vibhav Vineet
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Extending Complex Logical Queries on Uncertain Knowledge Graphs
Weizhi Fei, Zihao Wang, Hang Yin, Yang Duan, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method
Xinhao Xu, Jiaxin Li, Hui Chen, Zijia Lin, Jungong Han, Guiguang Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Yushen Chen, Zhikang Niu, Ziyang Ma, Keqi Deng, Chunhui Wang, Jian Zhao, Kai Yu, Xie Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models
Hongzhan Lin, Yang Deng, Yuxuan Gu, Wenxuan Zhang, Jing Ma, See-Kiong Ng, Tat-Seng Chua
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning
Seunghee Kim, Changhyeon Kim, Taeuk Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
Wei Li, Xin Zhang, Zhongxin Guo, Shaoguang Mao, Wen Luo, Guangyue Peng, Yangyu Huang, Houfeng Wang, Scarlett Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FOCUS: Evaluating Pre-trained Vision-Language Models on Underspecification Reasoning
Kankan Zhou, Eason Lai, Kyriakos Mouratidis, Jing Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling
Weilin Zhao, Tengyu Pan, Xu Han, Yudi Zhang, Ao Sun, Yuxiang Huang, Kaihuo Zhang, Weilun Zhao, Yuxuan Li, Jie Zhou, Hao Zhou, Jianyong Wang, Zhiyuan Liu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels
Yukti Makhija, Priyanka Agrawal, Rishi Saket, Aravindan Raghuveer
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation
Farima Fatahi Bayat, Lechen Zhang, Sheza Munir, Lu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes
Janki Atul Nawale, Mohammed Safi Ur Rahman Khan, Janani D, Mansi Gupta, Danish Pruthi, Mitesh M Khapra
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Fairness Beyond Performance: Revealing Reliability Disparities Across Groups in Legal NLP
Santosh T.Y.S.S, Irtiza Chowdhury
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Fairness through Difference Awareness: Measuring \textit{Desired} Group Discrimination in LLMs
Angelina Wang, Michelle Phan, Daniel E. Ho, Sanmi Koyejo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations
Xin Quan, Marco Valentino, Louise A. Dennis, Andre Freitas
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
Qinggang Zhang, Zhishang Xiang, Yilin Xiao, Le Wang, Junhui Li, Xinrun Wang, Jinsong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FastMCTS: A Simple Sampling Strategy for Data Synthesis
Peiji Li, Kai Lv, Yunfan Shao, Yichuan Ma, Linyang Li, Xiaoqing Zheng, Xipeng Qiu, Qipeng Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Faster Speculative Decoding via Effective Draft Decoder with Pruned Candidate Tree
Huanran Zheng, Xiaoling Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Large Language Models
Raghav Singhal, Kaustubh Ponkshe, Praneeth Vepakomma
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
Junyu Luo, Zhizhuo Kou, Liming Yang, Xiao Luo, Jinsheng Huang, Zhiping Xiao, Jingshu Peng, Chengzhong Liu, Jiaming Ji, Xuanzhe Liu, Sirui Han, Ming Zhang, Yike Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging
Zichen Tang, Haihong E, Ziyan Ma, Haoyang He, Jiacheng Liu, Zhongjun Yang, Zihua Rong, Rongjin Li, Kun Ji, Qing Huang, Xinyang Hu, Yang Liu, Qianhe Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots
Sarah E. Finch, Ellie S. Paek, Ikseon Choi, Jinho D. Choi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details?
Parth Thakkar, Ankush Agarwal, Prasad Kasu, Pulkit Bansal, Chaitanya Devaguptapu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization
Yao Xiao, Hai Ye, Linyao Chen, Hwee Tou Ng, Lidong Bing, Xiaoli Li, Roy Ka-Wei Lee
Natural Language Processing
日本大学: 東京大学
2025 · ACL
Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs
Haritz Puerto, Tilek Chubakov, Xiaodan Zhu, Harish Tayyar Madabushi, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference Optimization
Chaoqun Cui, Liangbin Huang, Shijing Wang, Zhe Tong, Zhaolong Huang, Xiao Zeng, Xiaofeng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FineReason: Evaluating and Improving LLMs’ Deliberate Reasoning through Reflective Puzzle Solving
Guizhen Chen, Weiwen Xu, Hao Zhang, Hou Pong Chan, Chaoqun Liu, Lidong Bing, Deli Zhao, Anh Tuan Luu, Yu Rong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking
Yifan Zhang, Wenyu Du, Dongming Jin, Jie Fu, Zhi Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training
Rong Bao, Donglei Yu, Kai Fan, Minpeng Liao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FlashAudio: Rectified Flow for Fast and High-Fidelity Text-to-Audio Generation
Huadai Liu, Jialei Wang, Rongjie Huang, Yang Liu, Heng Lu, Zhou Zhao, Wei Xue
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Flexora: Flexible Low-Rank Adaptation for Large Language Models
Chenxing Wei, Yao Shu, Ying Tiffany He, Fei Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Flipping Knowledge Distillation: Leveraging Small Models’ Expertise to Enhance LLMs in Text Matching
Mingzhe Li, Jing Xiang, Qishen Zhang, Kaiyang Wan, Xiuying Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FloorPlan-LLaMa: Aligning Architects’ Feedback and Domain Knowledge in Architectural Floor Plan Generation
Jun Yin, Pengyu Zeng, Haoyuan Sun, Yuqin Dai, Han Zheng, Miao Zhang, Yachao Zhang, Shuai Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning
Aofei Chang, Le Huang, Alex James Boyd, Parminder Bhatia, Taha Kass-Hout, Cao Xiao, Fenglong Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FocusLLM: Precise Understanding of Long Context by Dynamic Condensing
Zhenyu Li, Yike Zhang, Tengyu Pan, Yutao Sun, Zhichao Duan, Junjie Fang, Rong Han, Zixuan Wang, Jianyong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
FoldMoE: Efficient Long Sequence MoE Training via Attention-MoE Pipelining
Guichao Zhu, Lintian Lei, Yuhao Qing, Yichao Fu, Fanxin Li, Dong Huang, Zekai Sun, Heming Cui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Follow-up Question Generation For Enhanced Patient-Provider Conversations
Joseph Gatto, Parker Seegmiller, Timothy E. Burdick, Inas S. Khayal, Sarah DeLozier, Sarah M. Preum
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models
Yeachan Kim, SangKeun Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Frictional Agent Alignment Framework: Slow Down and Don’t Break Things
Abhijnan Nath, Carine Graff, Andrei Bachinin, Nikhil Krishnaswamy
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning
Linjuan Wu, Hao-Ran Wei, Baosong Yang, Weiming Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models
Luca Dini, Lucia Domenichelli, Dominique Brunato, Felice Dell’Orletta
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Informal to Formal – Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs
Jialun Cao, Yaojie Lu, Meiziniu Li, Haoyang Ma, Haokun Li, Mengda He, Cheng Wen, Le Sun, Hongyu Zhang, Shengchao Qin, Shing-Chi Cheung, Cong Tian
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization
Yang Zhong, Diane Litman
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Isolates to Families: Using Neural Networks for Automated Language Affiliation
Frederic Blum, Steffen Herbold, Johann-Mattis List
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Lists to Emojis: How Format Bias Affects Model Alignment
Xuanchang Zhang, Wei Xiong, Lichang Chen, Tianyi Zhou, Heng Huang, Tong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment
Chongxuan Huang, Yongshi Ye, Biao Fu, Qifeng Su, Xiaodong Shi
Natural Language Processing
日本大学: 関与なし（対象大学）