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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
From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation
Cheng Cheng, Zhenya Huang, GuanHao Zhao, Yuxiang Guo, Xin Lin, Jinze Wu, Xin Li, Shijin Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment
Bin Xie, Bingbing Xu, Yige Yuan, Shengmao Zhu, Huawei Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs
Ruxiao Chen, Chenguang Wang, Yuran Sun, Xilei Zhao, Susu Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding
Chiwei Zhu, Benfeng Xu, Xiaorui Wang, Zhendong Mao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Selection to Generation: A Survey of LLM-based Active Learning
Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian McAuley
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen
Peiwen Yuan, Chuyi Tan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Boyuan Pan, Yao Hu, Kan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Tools to Teammates: Evaluating LLMs in Multi-Session Coding Interactions
Nathanaël Carraz Rakotonirina, Mohammed Hamdy, Jon Ander Campos, Lucas Weber, Alberto Testoni, Marzieh Fadaee, Sandro Pezzelle, Marco Del Tredici
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models
Yidan Wang, Yubing Ren, Yanan Cao, Binxing Fang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Fusing Highly Specialized Language Models for Comprehensive Expertise
Ning Ding, Yulin Chen, Ganqu Cui, Xingtai Lv, Weilin Zhao, Kaiyan Zhang, Ruobing Xie, Bowen Zhou, Zhiyuan Liu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems
Shilong Wang, Guibin Zhang, Miao Yu, Guancheng Wan, Fanci Meng, Chongye Guo, Kun Wang, Yang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding
Ziyin Zhang, Hang Yu, Sage Lee, Peng Di, Jianguo Li, Rui Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GAMEBoT: Transparent Assessment of LLM Reasoning in Games
Wenye Lin, Jonathan Roberts, Yunhan Yang, Samuel Albanie, Zongqing Lu, Kai Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization
Zhouhong Gu, Xingzhou Chen, Xiaoran Shi, Tao Wang, Suhang Zheng, Tianyu Li, Hongwei Feng, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning
Shikhhar Siingh, Abhinav Rawat, Chitta Baral, Vivek Gupta
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs
Maxim Zhelnin, Viktor Moskvoretskii, Egor Shvetsov, Maria Krylova, Venediktov Egor, Zuev Aleksandr, Evgeny Burnaev
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GODBench: A Benchmark for Multimodal Large Language Models in Video Comment Art
Yiming Lei, Chenkai Zhang, Zeming Liu, Haitao Leng, ShaoGuo Liu, Tingting Gao, Qingjie Liu, Yunhong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GPT-4 as a Homework Tutor Can Improve Student Engagement and Learning Outcomes
Alessandro Vanzo, Sankalan Pal Chowdhury, Mrinmaya Sachan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GRACE: A Granular Benchmark for Evaluating Model Calibration against Human Calibration
Yoo Yeon Sung, Eve Fleisig, Yu Hou, Ishan Upadhyay, Jordan Boyd-Graber
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion
Sunkyung Lee, Minjin Choi, Eunseong Choi, Hye-young Kim, Jongwuk Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GRAT: Guiding Retrieval-Augmented Reasoning through Process Rewards Tree Search
Xianshu Peng, Wei Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model
Thomas Bauwens, David Kaczér, Miryam de Lhoneux
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent
Bin Xie, Rui Shao, Gongwei Chen, Kaiwen Zhou, Yinchuan Li, Jie Liu, Min Zhang, Liqiang Nie
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GUICourse: From General Vision Language Model to Versatile GUI Agent
Wentong Chen, Junbo Cui, Jinyi Hu, Yujia Qin, Junjie Fang, Yue Zhao, Chongyi Wang, Jun Liu, Guirong Chen, Yupeng Huo, Yuan Yao, Yankai Lin, Zhiyuan Liu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis
Yi Jiang, Sendong Zhao, Jianbo Li, Haochun Wang, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Game Development as Human-LLM Interaction
Jiale Hong, Hongqiu Wu, Hai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization
Vishal Dey, Xiao Hu, Xia Ning
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models
Zhengyang Shan, Emily Diana, Jiawei Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models
Tao Zhang, Ziqian Zeng, Yuxiang Xiao, Huiping Zhuang, Cen Chen, James Foulds, Shimei Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow
Behrooz Azarkhalili, Maxwell W. Libbrecht
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Generate First, Then Sample: Enhancing Fake News Detection with LLM-Augmented Reinforced Sampling
Zhao Tong, Yimeng Gu, Huidong Liu, Qiang Liu, Shu Wu, Haichao Shi, Xiao-Yu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Generating Diverse Training Samples for Relation Extraction with Large Language Models
Zexuan Li, Hongliang Dai, Piji Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Generating Plausible Distractors for Multiple-Choice Questions via Student Choice Prediction
Yooseop Lee, Suin Kim, Yohan Jo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models
Haoran Ye, TianZe Zhang, Yuhang Xie, Liyuan Zhang, Yuanyi Ren, Xin Zhang, Guojie Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Generative Reward Modeling via Synthetic Criteria Preference Learning
Xiaobo Liang, Haoke Zhang, Juntao Li, Kehai Chen, Qiaoming Zhu, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
Fangzhi Xu, Hang Yan, Chang Ma, Haiteng Zhao, Qiushi Sun, Kanzhi Cheng, Junxian He, Jun Liu, Zhiyong Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Geometric Signatures of Compositionality Across a Language Model’s Lifetime
Jin Hwa Lee, Thomas Jiralerspong, Lei Yu, Yoshua Bengio, Emily Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GiFT: Gibbs Fine-Tuning for Code Generation
Haochen Li, Wanjin Feng, Xin Zhou, Zhiqi Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement
Yifan Yang, Zheshu Song, Jianheng Zhuo, Mingyu Cui, Jinpeng Li, Bo Yang, Yexing Du, Ziyang Ma, Xunying Liu, Ziyuan Wang, Ke Li, Shuai Fan, Kai Yu, Wei-Qiang Zhang, Guoguo Chen, Xie Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process
Wenxuan Lu, Wei Liu, Jian Luan, Bin Wang, Songhao Jiang, Tianning Zang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
Shivalika Singh, Angelika Romanou, Clémentine Fourrier, David Ifeoluwa Adelani, Jian Gang Ngui, Daniel Vila-Suero, Peerat Limkonchotiwat, Kelly Marchisio, Wei Qi Leong, Yosephine Susanto, Raymond Ng, Shayne Longpre, Sebastian Ruder, Wei-Yin Ko, Antoine Bosselut, Alice Oh, Andre Martins, Leshem Choshen, Daphne Ippolito, Enzo Ferrante, Marzieh Fadaee, Beyza Ermis, Sara Hooker
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GradOT: Training-free Gradient-preserving Offsite-tuning for Large Language Models
Kai Yao, Zhaorui Tan, Penglei Gao, Lichun Li, Kaixin Wu, Yinggui Wang, Yuan Zhao, Yixin Ji, Jianke Zhu, Wei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Gradient-Adaptive Policy Optimization: Towards Multi-Objective Alignment of Large Language Models
Chengao Li, Hanyu Zhang, Yunkun Xu, Hongyan Xue, Xiang Ao, Qing He
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning
Rita Ramos, Everlyn Asiko Chimoto, Maartje Ter Hoeve, Natalie Schluter
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning
Junqi Gao, Xiang Zou, Ying Ai, Dong Li, Yichen Niu, Biqing Qi, Jianxing Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs
Haozhen Zhang, Tao Feng, Jiaxuan You
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Graph-Structured Trajectory Extraction from Travelogues
Aitaro Yamamoto, Hiroyuki Otomo, Hiroki Ouchi, Shohei Higashiyama, Hiroki Teranishi, Hiroyuki Shindo, Taro Watanabe
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学
2025 · ACL
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking
Yingjian Chen, Haoran Liu, Yinhong Liu, Jinxiang Xie, Rui Yang, Han Yuan, Yanran Fu, Peng Yuan Zhou, Qingyu Chen, James Caverlee, Irene Li
Natural Language Processing
日本大学: 東京大学
2025 · ACL
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding
Yukun Cao, Shuo Han, Zengyi Gao, Zezhong Ding, Xike Xie, S Kevin Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GraphNarrator: Generating Textual Explanations for Graph Neural Networks
Bo Pan, Zhen Xiong, Guanchen Wu, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights
Célia Nouri, Jean-Philippe Cointet, Chloé Clavel
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Growing Through Experience: Scaling Episodic Grounding in Language Models
Chunhui Zhang, Sirui Wang, Zhongyu Ouyang, Xiangchi Yuan, Soroush Vosoughi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning
Qingchen Yu, Zifan Zheng, Ding Chen, Simin Niu, Bo Tang, Feiyu Xiong, Zhiyu Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents
Lingxiao Diao, Xinyue Xu, Wanxuan Sun, Cheng Yang, Zhuosheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints
Junxiao Yang, Zhexin Zhang, Shiyao Cui, Hongning Wang, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Gumbel Reranking: Differentiable End-to-End Reranker Optimization
Siyuan Huang, Zhiyuan Ma, Jintao Du, Changhua Meng, Weiqiang Wang, Jingwen Leng, Minyi Guo, Zhouhan Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement
Xunjian Yin, Xinyi Wang, Liangming Pan, Li Lin, Xiaojun Wan, William Yang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring
Zhixiong Su, Yichen Wang, Herun Wan, Zhaohan Zhang, Minnan Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HAF-RM: A Hybrid Alignment Framework for Reward Model Training
Shujun Liu, Xiaoyu Shen, Yuhang Lai, Siyuan Wang, Shengbin Yue, Zengfeng Huang, Xuanjing Huang, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models
Xiao Wang, Jingyun Hua, Weihong Lin, Yuanxing Zhang, Fuzheng Zhang, Jianlong Wu, Di Zhang, Liqiang Nie
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HALoGEN: Fantastic LLM Hallucinations and Where to Find Them
Abhilasha Ravichander, Shrusti Ghela, David Wadden, Yejin Choi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs
Qing Li, Jiahui Geng, Zongxiong Chen, Derui Zhu, Yuxia Wang, Congbo Ma, Chenyang Lyu, Fakhri Karray
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval
Sungho Park, Joohyung Yun, Jongwuk Lee, Wook-Shin Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HFT: Half Fine-Tuning for Large Language Models
Tingfeng Hui, Zhenyu Zhang, Shuohuan Wang, Weiran Xu, Yu Sun, Hua Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models
Songtao Jiang, Yan Zhang, Yeying Jin, Zhihang Tang, Yangyang Wu, Yang Feng, Jian Wu, Zuozhu Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HalluLens: LLM Hallucination Benchmark
Yejin Bang, Ziwei Ji, Alan Schelten, Anthony Hartshorn, Tara Fowler, Cheng Zhang, Nicola Cancedda, Pascale Fung
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training
Shahrad Mohammadzadeh, Juan David Guerra, Marco Bonizzato, Reihaneh Rabbany, Golnoosh Farnadi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Hanging in the Balance: Pivotal Moments in Crisis Counseling Conversations
Vivian Nguyen, Lillian Lee, Cristian Danescu-Niculescu-Mizil
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HateDay: Insights from a Global Hate Speech Dataset Representative of a Day on Twitter
Manuel Tonneau, Diyi Liu, Niyati Malhotra, Scott A. Hale, Samuel Fraiberger, Victor Orozco-Olvera, Paul Röttger
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Shaokai Chen, Mengshu Sun, Binbin Hu, Zhiqiang Zhang, Lei Liang, Wen Zhang, Huajun Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Help Me Write a Story: Evaluating LLMs’ Ability to Generate Writing Feedback
Hannah Rashkin, Elizabeth Clark, Fantine Huot, Mirella Lapata
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks
Zhilin Wang, Jiaqi Zeng, Olivier Delalleau, Daniel Egert, Ellie Evans, Hoo-Chang Shin, Felipe Soares, Yi Dong, Oleksii Kuchaiev
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
Mengkang Hu, Tianxing Chen, Qiguang Chen, Yao Mu, Wenqi Shao, Ping Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model
Haiyang Guo, Fanhu Zeng, Ziwei Xiang, Fei Zhu, Da-Han Wang, Xu-Yao Zhang, Cheng-Lin Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Hidden in Plain Sight: Evaluation of the Deception Detection Capabilities of LLMs in Multimodal Settings
Md Messal Monem Miah, Adrita Anika, Xi Shi, Ruihong Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States
Yilei Jiang, Xinyan Gao, Tianshuo Peng, Yingshui Tan, Xiaoyong Zhu, Bo Zheng, Xiangyu Yue
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Hierarchical Attention Generates Better Proofs
Jianlong Chen, Chao Li, Yang Yuan, Andrew C Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Hierarchical Bracketing Encodings for Dependency Parsing as Tagging
Ana Ezquerro, David Vilares, Anssi Yli-Jyrä, Carlos Gómez-Rodríguez
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation
Jiajie Jin, Xiaoxi Li, Guanting Dong, Yuyao Zhang, Yutao Zhu, Yongkang Wu, Zhonghua Li, Ye Qi, Zhicheng Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings
Hans William Alexander Hanley, Zakir Durumeric
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Hierarchical Memory Organization for Wikipedia Generation
Eugene J. Yu, Dawei Zhu, Yifan Song, Xiangyu Wong, Jiebin Zhang, Wenxuan Shi, Xiaoguang Li, Qun Liu, Sujian Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning
Ziqi Jia, Anmin Wang, Xiaoyang Qu, Xiaowen Yang, Jianzong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims
Michiel Van Der Meer, Pavel Korshunov, Sébastien Marcel, Lonneke van der Plas
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation
Jie Ouyang, Tingyue Pan, Mingyue Cheng, Ruiran Yan, Yucong Luo, Jiaying Lin, Qi Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation
Yuhan Chen, Ang Lv, Jian Luan, Bin Wang, Wei Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices
Silin Li, Yuhang Guo, Jiashu Yao, Zeming Liu, Haifeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval
Arian Askari, Emmanouil Stergiadis, Ilya Gusev, Moran Beladev
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian
Andrea Pedrotti, Giulia Rambelli, Caterina Villani, Marianna Bolognesi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs
Karin De Langis, Jong Inn Park, Andreas Schramm, Bin Hu, Khanh Chi Le, Dongyeop Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
How Much Do Encoder Models Know About Word Senses?
Simone Teglia, Simone Tedeschi, Roberto Navigli
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
How does Misinformation Affect Large Language Model Behaviors and Preferences?
Miao Peng, Nuo Chen, Jianheng Tang, Jia Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering
Irina Nikishina, Saba Anwar, Nikolay Dolgov, Maria Manina, Daria Ignatenko, Artem Shelmanov, Chris Biemann
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond
Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua, Jimmy Xiangji Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
How to Mitigate Overfitting in Weak-to-strong Generalization?
Junhao Shi, Qinyuan Cheng, Zhaoye Fei, Yining Zheng, Qipeng Guo, Xipeng Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
How to Train Long-Context Language Models (Effectively)
Tianyu Gao, Alexander Wettig, Howard Yen, Danqi Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HumT DumT: Measuring and controlling human-like language in LLMs
Myra Cheng, Sunny Yu, Dan Jurafsky
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses
Xinke Jiang, Ruizhe Zhang, Yongxin Xu, Rihong Qiu, Yue Fang, Zhiyuan Wang, Jinyi Tang, Hongxin Ding, Xu Chu, Junfeng Zhao, Yasha Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases
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Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback
Lester James Validad Miranda, Yizhong Wang, Yanai Elazar, Sachin Kumar, Valentina Pyatkin, Faeze Brahman, Noah A. Smith, Hannaneh Hajishirzi, Pradeep Dasigi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
HyperFM: Fact-Centric Multimodal Fusion for Link Prediction over Hyper-Relational Knowledge Graphs
Yuhuan Lu, Weijian Yu, Xin Jing, Dingqi Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
I0T: Embedding Standardization Method Towards Zero Modality Gap
Na Min An, Eunki Kim, James Thorne, Hyunjung Shim
Natural Language Processing
日本大学: 関与なし（対象大学）