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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
LAQuer: Localized Attribution Queries in Content-grounded Generation
Eran Hirsch, Aviv Slobodkin, David Wan, Elias Stengel-Eskin, Mohit Bansal, Ido Dagan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LEANCODE: Understanding Models Better for Code Simplification of Pre-trained Large Language Models
Yan Wang, Ling Ding, Tien N Nguyen, Shaohua Wang, Yanan Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint
Qianli Ma, Dongrui Liu, Qian Chen, Linfeng Zhang, Jing Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LESA: Learnable LLM Layer Scaling-Up
Yifei Yang, Zouying Cao, Xinbei Ma, Yao Yao, Zhi Chen, Libo Qin, Hai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LETS-C: Leveraging Text Embedding for Time Series Classification
Rachneet Kaur, Zhen Zeng, Tucker Balch, Manuela Veloso
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios
Xiaodong Wu, Minhao Wang, Yichen Liu, Xiaoming Shi, He Yan, Lu Xiangju, Junmin Zhu, Wei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLM Agents Making Agent Tools
Georg Wölflein, Dyke Ferber, Daniel Truhn, Ognjen Arandjelovic, Jakob Nikolas Kather
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates
Ying Shen, Lifu Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study
Dongil Yang, Minjin Kim, Sunghwan Kim, Beong-woo Kwak, Minjun Park, Jinseok Hong, Woontack Woo, Jinyoung Yeo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLM as a Broken Telephone: Iterative Generation Distorts Information
Amr Mohamed, Mingmeng Geng, Michalis Vazirgiannis, Guokan Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLM-Guided Semantic-Aware Clustering for Topic Modeling
Jianghan Liu, Ziyu Shang, Wenjun Ke, Peng Wang, Zhizhao Luo, Jiajun Liu, Guozheng Li, Yining Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLM-Powered Test Case Generation for Detecting Bugs in Plausible Programs
Kaibo Liu, Zhenpeng Chen, Yiyang Liu, Jie M. Zhang, Mark Harman, Yudong Han, Yun Ma, Yihong Dong, Ge Li, Gang Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis
Zhiliang Tian, Jingyuan Huang, Zejiang He, Zhen Huang, Menglong Lu, Linbo Qiao, Songzhu Mei, Yijie Wang, Dongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLM\timesMapReduce: Simplified Long-Sequence Processing using Large Language Models
Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Yu Chao, Zhili Li, Haoyu Wang, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLMs + Persona-Plug = Personalized LLMs
Jiongnan Liu, Yutao Zhu, Shuting Wang, Xiaochi Wei, Erxue Min, Yu Lu, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLMs Can Simulate Standardized Patients via Agent Coevolution
Zhuoyun Du, Lujie Zheng, Renjun Hu, Yuyang Xu, Xiawei Li, Ying Sun, Wei Chen, Jian Wu, Haolei Cai, Haochao Ying
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLMs Caught in the Crossfire: Malware Requests and Jailbreak Challenges
Haoyang Li, Huan Gao, Zhiyuan Zhao, Zhiyu Lin, Junyu Gao, Xuelong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation
Yuxuan Li, Xinwei Guo, Jiashi Gao, Guanhua Chen, Xiangyu Zhao, Jiaxin Zhang, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLMs can Perform Multi-Dimensional Analytic Writing Assessments: A Case Study of L2 Graduate-Level Academic English Writing
Zhengxiang Wang, Veronika Makarova, Zhi Li, Jordan Kodner, Owen Rambow
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLMs can be easily Confused by Instructional Distractions
Yerin Hwang, Yongil Kim, Jahyun Koo, Taegwan Kang, Hyunkyung Bae, Kyomin Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution Shifts
Qibing Ren, Hao Li, Dongrui Liu, Zhanxu Xie, Xiaoya Lu, Yu Qiao, Lei Sha, Junchi Yan, Lizhuang Ma, Jing Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis
Qingkai Fang, Yan Zhou, Shoutao Guo, Shaolei Zhang, Yang Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing
Dario Di Palma, Alessandro De Bellis, Giovanni Servedio, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement
Boyi Kang, Xinfa Zhu, Zihan Zhang, Zhen Ye, Mingshuai Liu, Ziqian Wang, Yike Zhu, Guobin Ma, Jun Chen, Longshuai Xiao, Chao Weng, Wei Xue, Lei Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering
Jinhe Bi, Yujun Wang, Haokun Chen, Xun Xiao, Artur Hecker, Volker Tresp, Yunpu Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LLäMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch
Jan Pfister, Julia Wunderle, Andreas Hotho
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LPOI: Listwise Preference Optimization for Vision Language Models
Fatemeh Pesaran Zadeh, Yoojin Oh, Gunhee Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LSSF: Safety Alignment for Large Language Models through Low-Rank Safety Subspace Fusion
Guanghao Zhou, Panjia Qiu, Cen Chen, Hongyu Li, Jason Chu, Xin Zhang, Jun Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
La Leaderboard: A Large Language Model Leaderboard for Spanish Varieties and Languages of Spain and Latin America
María Grandury, Javier Aula-Blasco, Júlia Falcão, Clémentine Fourrier, Miguel González Saiz, Gonzalo Martínez, Gonzalo Santamaria Gomez, Rodrigo Agerri, Nuria Aldama García, Luis Chiruzzo, Javier Conde, Helena Gomez Adorno, Marta Guerrero Nieto, Guido Ivetta, Natàlia López Fuertes, Flor Miriam Plaza-del-Arco, María-Teresa Martín-Valdivia, Helena Montoro Zamorano, Carmen Muñoz Sanz, Pedro Reviriego, Leire Rosado Plaza, Alejandro Vaca Serrano, Estrella Vallecillo-Rodríguez, Jorge Vallego, Irune Zubiaga
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models
Hugo Pitorro, Marcos Vinicius Treviso
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LangMark: A Multilingual Dataset for Automatic Post-Editing
Diego Velazquez, Mikaela Grace, Konstantinos Karageorgos, Lawrence Carin, Aaron Schliem, Dimitrios Zaikis, Roger Wechsler
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LangSAMP: Language-Script Aware Multilingual Pretraining
Yihong Liu, Haotian Ye, Chunlan Ma, Mingyang Wang, Hinrich Schuetze
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization
Nayu Liu, Fanglong Yao, Haoran Luo, Yong Yang, Chen Tang, Bo Lv
Natural Language Processing
日本大学: 早稲田大学
2025 · ACL
Language Fusion for Parameter-Efficient Cross-lingual Transfer
Philipp Borchert, Ivan Vulić, Marie-Francine Moens, Jochen De Weerdt
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions
Joseph Suh, Erfan Jahanparast, Suhong Moon, Minwoo Kang, Serina Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Language Model Probabilities are Not Calibrated in Numeric Contexts
Charles J. Lovering, Michael Krumdick, Viet Dac Lai, Varshini Reddy, Seth Ebner, Nilesh Kumar, Rik Koncel-Kedziorski, Chris Tanner
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Language Models Grow Less Humanlike beyond Phase Transition
Tatsuya Aoyama, Ethan Wilcox
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Language Models Resist Alignment: Evidence From Data Compression
Jiaming Ji, Kaile Wang, Tianyi Alex Qiu, Boyuan Chen, Jiayi Zhou, Changye Li, Hantao Lou, Josef Dai, Yunhuai Liu, Yaodong Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Language Models can Subtly Deceive Without Lying: A Case Study on Strategic Phrasing in Legislation
Atharvan Dogra, Krishna Pillutla, Ameet Deshpande, Ananya B. Sai, John J Nay, Tanmay Rajpurohit, Ashwin Kalyan, Balaraman Ravindran
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Language Models, Graph Searching, and Supervision Adulteration: When More Supervision is Less and How to Make More More
Arvid Frydenlund
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Language-Codec: Bridging Discrete Codec Representations and Speech Language Models
Shengpeng Ji, Minghui Fang, Jialong Zuo, Ziyue Jiang, Dingdong Wang, Hanting Wang, Hai Huang, Zhou Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models
Zongxia Li, Lorena Calvo-Bartolomé, Alexander Hoyle, Paiheng Xu, Daniel Stephens, Alden Dima, Juan Francisco Fung, Jordan Boyd-Graber
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Large Language Models are Good Relational Learners
Fang Wu, Vijay Prakash Dwivedi, Jure Leskovec
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Large Language and Protein Assistant for Protein-Protein Interactions Prediction
Peng Zhou, Pengsen Ma, Jianmin Wang, Xibao Cai, Haitao Huang, Wei Liu, Longyue Wang, Lai Hou Tim, Xiangxiang Zeng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Large Language and Reasoning Models are Shallow Disjunctive Reasoners
Irtaza Khalid, Amir Masoud Nourollah, Steven Schockaert
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition
Guangcheng Zhu, Ruixuan Xiao, Haobo Wang, Zhen Zhu, Gengyu Lyu, Junbo Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews
Sukannya Purkayastha, Zhuang Li, Anne Lauscher, Lizhen Qu, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory
Guangyue Peng, Tao Ge, Wen Luo, Wei Li, Houfeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Learning First-Order Logic Rules for Argumentation Mining
Yang Sun, Guanrong Chen, Hamid Alinejad-Rokny, Jianzhu Bao, Yuqi Huang, Bin Liang, Kam-Fai Wong, Min Yang, Ruifeng Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning
Sohan Patnaik, Milan Aggarwal, Sumit Bhatia, Balaji Krishnamurthy
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Learning to Generate Structured Output with Schema Reinforcement Learning
Yaxi Lu, Haolun Li, Xin Cong, Zhong Zhang, Yesai Wu, Yankai Lin, Zhiyuan Liu, Fangming Liu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention
Zhaoxin Feng, Jianfei Ma, Emmanuele Chersoni, Xiaojing Zhao, Xiaoyi Bao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models
Adrián Bazaga, Rexhina Blloshmi, Bill Byrne, Adrià de Gispert
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Learning to Reason from Feedback at Test-Time
Yanyang Li, Michael R. Lyu, Liwei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Learning to Rewrite: Generalized LLM-Generated Text Detection
Wei Hao, Ran Li, Weiliang Zhao, Junfeng Yang, Chengzhi Mao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LegalAgentBench: Evaluating LLM Agents in Legal Domain
Haitao Li, Junjie Chen, Jingli Yang, Qingyao Ai, Wei Jia, Youfeng Liu, Kai Lin, Yueyue Wu, Guozhi Yuan, Yiran Hu, Wuyue Wang, Yiqun Liu, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning
Weijie Shi, Han Zhu, Jiaming Ji, Mengze Li, Jipeng Zhang, Ruiyuan Zhang, Jia Zhu, Jiajie Xu, Sirui Han, Yike Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Length Controlled Generation for Black-box LLMs
Yuxuan Gu, Wenjie Wang, Xiaocheng Feng, Weihong Zhong, Kun Zhu, Lei Huang, Ting Liu, Bing Qin, Tat-Seng Chua
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Length-Induced Embedding Collapse in PLM-based Models
Yuqi Zhou, Sunhao Dai, Zhanshuo Cao, Xiao Zhang, Jun Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Less Mature is More Adaptable for Sentence-level Language Modeling
Abhilasha Sancheti, David Dale, Artyom Kozhevnikov, Maha Elbayad
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation
Dimitris Gkoumas, Maria Liakata
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Less is More: Explainable and Efficient ICD Code Prediction with Clinical Entities
James C. Douglas, Yidong Gan, Ben Hachey, Jonathan K. Kummerfeld
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts
Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration
Shao Zhang, Xihuai Wang, Wenhao Zhang, Chaoran Li, Junru Song, Tingyu Li, Lin Qiu, Xuezhi Cao, Xunliang Cai, Wen Yao, Weinan Zhang, Xinbing Wang, Ying Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Leveraging In-Context Learning for Political Bias Testing of LLMs
Patrick Haller, Jannis Vamvas, Rico Sennrich, Lena Ann Jäger
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LexCLiPR: Cross-Lingual Paragraph Retrieval from Legal Judgments
Rohit Upadhya, Santosh T.Y.S.S
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LexGen: Domain-aware Multilingual Lexicon Generation
Ayush Maheshwari, Atul Kumar Singh, N J Karthika, Krishnakant Bhatt, Preethi Jyothi, Ganesh Ramakrishnan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LexTempus: Enhancing Temporal Generalizability of Legal Language Models Through Dynamic Mixture of Experts
Santosh T.Y.S.S, Tuan-Quang Vuong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Lexical Diversity-aware Relevance Assessment for Retrieval-Augmented Generation
Zhange Zhang, Yuqing Ma, Yulong Wang, Shan He, Tianbo Wang, Siqi He, Jiakai Wang, Xianglong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Lexical Recall or Logical Reasoning: Probing the Limits of Reasoning Abilities in Large Language Models
Henrike Beyer, Chris Reed
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles
Munachiso S Nwadike, Zangir Iklassov, Toluwani Aremu, Tatsuya Hiraoka, Benjamin Heinzerling, Velibor Bojkovic, Hilal AlQuabeh, Martin Takáč, Kentaro Inui
Natural Language Processing
日本大学: 東北大学
2025 · ACL
Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments
Marc Feger, Katarina Boland, Stefan Dietze
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning
Guijin Son, Jiwoo Hong, Hyunwoo Ko, James Thorne
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Literature Meets Data: A Synergistic Approach to Hypothesis Generation
Haokun Liu, Yangqiaoyu Zhou, Mingxuan Li, Chenfei Yuan, Chenhao Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs
Jingcheng Niu, Xingdi Yuan, Tong Wang, Hamidreza Saghir, Amir H. Abdi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs
Chansung Park, Juyong Jiang, Fan Wang, Sayak Paul, Jing Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LoGU: Long-form Generation with Uncertainty Expressions
Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen Yang, Nigel Collier, Dong Yu, Deqing Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LocAgent: Graph-Guided LLM Agents for Code Localization
Zhaoling Chen, Robert Tang, Gangda Deng, Fang Wu, Jialong Wu, Zhiwei Jiang, Viktor Prasanna, Arman Cohan, Xingyao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models
Suhang Wu, Jialong Tang, Chengyi Yang, Pei Zhang, Baosong Yang, Junhui Li, Junfeng Yao, Min Zhang, Jinsong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Logic-Regularized Verifier Elicits Reasoning from LLMs
Xinyu Wang, Changzhi Sun, Lian Cheng, Yuanbin Wu, Dell Zhang, Xiaoling Wang, Xuelong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
Jin Jiang, Yuchen Yan, Yang Liu, Jianing Wang, Shuai Peng, Xunliang Cai, Yixin Cao, Mengdi Zhang, Liangcai Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Logical forms complement probability in understanding language model (and human) performance
Yixuan Wang, Freda Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Yushi Bai, Shangqing Tu, Jiajie Zhang, Hao Peng, Xiaozhi Wang, Xin Lv, Shulin Cao, Jiazheng Xu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating
Chao Deng, Jiale Yuan, Pi Bu, Peijie Wang, Zhong-Zhi Li, Jian Xu, Xiao-Hui Li, Yuan Gao, Jun Song, Bo Zheng, Cheng-Lin Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation
Zican Dong, Junyi Li, Jinhao Jiang, Mingyu Xu, Wayne Xin Zhao, Bingning Wang, Weipeng Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models
Zhiyuan Hu, Yuliang Liu, Jinman Zhao, Suyuchen Wang, Yan Wang, Wei Shen, Qing Gu, Anh Tuan Luu, See-Kiong Ng, Zhiwei Jiang, Bryan Hooi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LongReward: Improving Long-context Large Language Models with AI Feedback
Jiajie Zhang, Zhongni Hou, Xin Lv, Shulin Cao, Zhenyu Hou, Yilin Niu, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
LongSafety: Evaluating Long-Context Safety of Large Language Models
Yida Lu, Jiale Cheng, Zhexin Zhang, Shiyao Cui, Cunxiang Wang, Xiaotao Gu, Yuxiao Dong, Jie Tang, Hongning Wang, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training
Ziyong Lin, Haoyi Wu, Shu Wang, Kewei Tu, Zilong Zheng, Zixia Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs
Yafu Li, Ronghao Zhang, Zhilin Wang, Huajian Zhang, Leyang Cui, Yongjing Yin, Tong Xiao, Yue Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models
Mingyang Wang, Heike Adel, Lukas Lange, Yihong Liu, Ercong Nie, Jannik Strötgen, Hinrich Schuetze
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling
Shihan Dou, Jiayi Chen, Chenhao Huang, Feng Chen, Wei Chengzhi, Huiyuan Zheng, Shichun Liu, Yan Liu, Chenxiao Liu, Chao Xin, Lin Yan, Zongzhang Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Low-Bit Quantization Favors Undertrained LLMs
Xu Ouyang, Tao Ge, Thomas Hartvigsen, Zhisong Zhang, Haitao Mi, Dong Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation
Zhaopeng Feng, Jiayuan Su, Jiamei Zheng, Jiahan Ren, Yan Zhang, Jian Wu, Hongwei Wang, Zuozhu Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
M-RewardBench: Evaluating Reward Models in Multilingual Settings
Srishti Gureja, Lester James V. Miranda, Shayekh Bin Islam, Rishabh Maheshwary, Drishti Sharma, Gusti Winata, Nathan Lambert, Sebastian Ruder, Sara Hooker, Marzieh Fadaee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation
Jiaheng Liu, Ken Deng, Congnan Liu, Jian Yang, Shukai Liu, He Zhu, Peng Zhao, Linzheng Chai, Yanan Wu, Jin Ke, Ge Zhang, Zekun Moore Wang, Guoan Zhang, Yingshui Tan, Bangyu Xiang, Zhaoxiang Zhang, Wenbo Su, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs
Junwoo Ha, Hyunjun Kim, Sangyoon Yu, Haon Park, Ashkan Yousefpour, Yuna Park, Suhyun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities
Savya Khosla, Aditi Tiwari, Kushal Kafle, Simon Jenni, Handong Zhao, John Collomosse, Jing Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
Chia-Yuan Chang, Zhimeng Jiang, Vineeth Rakesh, Menghai Pan, Chin-Chia Michael Yeh, Guanchu Wang, Mingzhi Hu, Zhichao Xu, Yan Zheng, Mahashweta Das, Na Zou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation
Ching-Wen Yang, Zhi-Quan Feng, Ying-Jia Lin, Che Wei Chen, Kun-da Wu, Hao Xu, Yao Jui-Feng, Hung-Yu Kao
Natural Language Processing
日本大学: 関与なし（対象大学）