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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
Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models
Wenrui Liu, Zhifang Guo, Jin Xu, Yuanjun Lv, Yunfei Chu, Zemin Liu, Junyang Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns
Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
AndroidGen: Building an Android Language Agent under Data Scarcity
Hanyu Lai, Junjie Gao, Xiao Liu, Yifan Xu, Shudan Zhang, Yuxiao Dong, Jie Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents
Yifan Xu, Xiao Liu, Xueqiao Sun, Siyi Cheng, Hao Yu, Hanyu Lai, Shudan Zhang, Dan Zhang, Jie Tang, Yuxiao Dong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Answering Complex Geographic Questions by Adaptive Reasoning with Visual Context and External Commonsense Knowledge
Fan Li, Jianxing Yu, Jielong Tang, Wenqing Chen, Hanjiang Lai, Yanghui Rao, Jian Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge
Xiaobao Wu, Liangming Pan, Yuxi Xie, Ruiwen Zhou, Shuai Zhao, Yubo Ma, Mingzhe Du, Rui Mao, Anh Tuan Luu, William Yang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval
Zheng Liu, Ze Liu, Zhengyang Liang, Junjie Zhou, Shitao Xiao, Chao Gao, Chen Jason Zhang, Defu Lian
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Anything Goes? A Crosslinguistic Study of (Im)possible Language Learning in LMs
Xiulin Yang, Tatsuya Aoyama, Yuekun Yao, Ethan Gotlieb Wilcox
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Are Any-to-Any Models More Consistent Across Modality Transfers Than Specialists?
Jiwan Chung, Janghan Yoon, Junhyeong Park, Sangeyl Lee, Joowon Yang, Sooyeon Park, Youngjae Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice
Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira, Noriko Kando
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral
Shivani Kumar, David Jurgens
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media
Zhen Sun, Zongmin Zhang, Xinyue Shen, Ziyi Zhang, Yule Liu, Michael Backes, Yang Zhang, Xinlei He
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs
Giovanni Servedio, Alessandro De Bellis, Dario Di Palma, Vito Walter Anelli, Tommaso Di Noia
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework
Jundong Xu, Hao Fei, Meng Luo, Qian Liu, Liangming Pan, William Yang Wang, Preslav Nakov, Mong-Li Lee, Wynne Hsu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Around the World in 24 Hours: Probing LLM Knowledge of Time and Place
Carolin Holtermann, Paul Röttger, Anne Lauscher
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models
Jie Liu, Wenxuan Wang, Su Yihang, Jingyuan Huang, Yudi Zhang, Cheng-Yi Li, Wenting Chen, Xiaohan Xing, Kao-Jung Chang, Linlin Shen, Michael R. Lyu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions
Hang Li, Tianlong Xu, Kaiqi Yang, Yucheng Chu, Yanling Chen, Yichi Song, Qingsong Wen, Hui Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks
Fangru Lin, Shaoguang Mao, Emanuele La Malfa, Valentin Hofmann, Adrian de Wynter, Xun Wang, Si-Qing Chen, Michael J. Wooldridge, Janet B. Pierrehumbert, Furu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Assessing Reliability and Political Bias In LLMs’ Judgements of Formal and Material Inferences With Partisan Conclusions
Reto Gubelmann, Ghassen Karray
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales
Maor Reuben, Ortal Slobodin, Idan-Chaim Cohen, Aviad Elyashar, Orna Braun-Lewensohn, Odeya Cohen, Rami Puzis
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models
Fei Wang, Xingchen Wan, Ruoxi Sun, Jiefeng Chen, Sercan O Arik
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Attacking Vision-Language Computer Agents via Pop-ups
Yanzhe Zhang, Tao Yu, Diyi Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models
Zhisong Zhang, Yan Wang, Xinting Huang, Tianqing Fang, Hongming Zhang, Chenlong Deng, Shuaiyi Li, Dong Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models
Rishabh Adiga, Besmira Nushi, Varun Chandrasekaran
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions
Ruochen Zhao, Wenxuan Zhang, Yew Ken Chia, Weiwen Xu, Deli Zhao, Lidong Bing
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs
Hongxin Li, Jingfan Chen, Jingran Su, Yuntao Chen, Li Qing, Zhaoxiang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation
Xiechi Zhang, Zetian Ouyang, Linlin Wang, Gerard De Melo, Zhu Cao, Xiaoling Wang, Ya Zhang, Yanfeng Wang, Liang He
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs
Nicholas E. Corrado, Julian Katz-Samuels, Adithya M Devraj, Hyokun Yun, Chao Zhang, Yi Xu, Yi Pan, Bing Yin, Trishul Chilimbi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers
Ernie Chang, Yang Li, Patrick Huber, Vish Vogeti, David Kant, Yangyang Shi, Vikas Chandra
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models
JianXing Liao, Junyan Xu, Yatao Sun, Maowen Tang, Sicheng He, Jingxian Liao, Shui Yu, Yun Li, Xiaohong Guan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Automated Structured Radiology Report Generation
Jean-Benoit Delbrouck, Justin Xu, Johannes Moll, Alois Thomas, Zhihong Chen, Sophie Ostmeier, Asfandyar Azhar, Kelvin Zhenghao Li, Andrew Johnston, Christian Bluethgen, Eduardo Pontes Reis, Mohamed S Muneer, Maya Varma, Curtis Langlotz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark
Rong-Cheng Tu, Zi-Ao Ma, Tian Lan, Yuehao Zhao, Heyan Huang, Xian-Ling Mao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Automatic Expert Discovery in LLM Upcycling via Sparse Interpolated Mixture-of-Experts
Shengzhuang Chen, Ying Wei, Jonathan Richard Schwarz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation
Kangcheng Luo, Quzhe Huang, Cong Jiang, Yansong Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Autoregressive Speech Synthesis without Vector Quantization
Lingwei Meng, Long Zhou, Shujie Liu, Sanyuan Chen, Bing Han, Shujie Hu, Yanqing Liu, Jinyu Li, Sheng Zhao, Xixin Wu, Helen M. Meng, Furu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering
Taolin Zhang, Dongyang Li, Qizhou Chen, Chengyu Wang, Xiaofeng He
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BERT-like Models for Slavic Morpheme Segmentation
Dmitry Morozov, Lizaveta Astapenka, Anna Glazkova, Timur Garipov, Olga Lyashevskaya
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BFS-Prover: Scalable Best-First Tree Search for LLM-based Automatic Theorem Proving
Ran Xin, Chenguang Xi, Jie Yang, Feng Chen, Hang Wu, Xia Xiao, Yifan Sun, Shen Zheng, Ming Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BIG-Bench Extra Hard
Mehran Kazemi, Bahare Fatemi, Hritik Bansal, John Palowitch, Chrysovalantis Anastasiou, Sanket Vaibhav Mehta, Lalit K Jain, Virginia Aglietti, Disha Jindal, Peter Chen, Nishanth Dikkala, Gladys Tyen, Xin Liu, Uri Shalit, Silvia Chiappa, Kate Olszewska, Yi Tay, Vinh Q. Tran, Quoc V Le, Orhan Firat
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data
Wenkai Li, Jiarui Liu, Andy Liu, Xuhui Zhou, Mona T. Diab, Maarten Sap
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BIPro: Zero-shot Chinese Poem Generation via Block Inverse Prompting Constrained Generation Framework
Xu Zou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning
Ercong Nie, Bo Shao, Mingyang Wang, Zifeng Ding, Helmut Schmid, Hinrich Schuetze
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BOOKCOREF: Coreference Resolution at Book Scale
Giuliano Martinelli, Tommaso Bonomo, Pere-Lluís Huguet Cabot, Roberto Navigli
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation
Yiting Ran, Xintao Wang, Tian Qiu, Jiaqing Liang, Yanghua Xiao, Deqing Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving
Teng Wang, Wing Yin Yu, Zhenqi He, Zehua Liu, Hailei Gong, Han Wu, Xiongwei Han, Wei Shi, Ruifeng She, Fangzhou Zhu, Tao Zhong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages
Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Jan Philip Wahle, Terry Ruas, Meriem Beloucif, Christine de Kock, Nirmal Surange, Daniela Teodorescu, Ibrahim Said Ahmad, David Ifeoluwa Adelani, Alham Fikri Aji, Felermino D. M. A. Ali, Ilseyar Alimova, Vladimir Araujo, Nikolay Babakov, Naomi Baes, Ana-Maria Bucur, Andiswa Bukula, Guanqun Cao, Rodrigo Tufiño, Rendi Chevi, Chiamaka Ijeoma Chukwuneke, Alexandra Ciobotaru, Daryna Dementieva, Murja Sani Gadanya, Robert Geislinger, Bela Gipp, Oumaima Hourrane, Oana Ignat, Falalu Ibrahim Lawan, Rooweither Mabuya, Rahmad Mahendra, Vukosi Marivate, Alexander Panchenko, Andrew Piper, Charles Henrique Porto Ferreira, Vitaly Protasov, Samuel Rutunda, Manish Shrivastava, Aura Cristina Udrea, Lilian Diana Awuor Wanzare, Sophie Wu, Florian Valentin Wunderlich, Hanif Muhammad Zhafran, Tianhui Zhang, Yi Zhou, Saif M. Mohammad
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation
Yuxuan Zhou, Margret Keuper, Mario Fritz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning
Mohit Raghavendra, Junmo Kang, Alan Ritter
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Basic Reading Distillation
Zhi Zhou, Sirui Miao, Xiangyu Duan, Hao Yang, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Batayan: A Filipino NLP benchmark for evaluating Large Language Models
Jann Railey Montalan, Jimson Paulo Layacan, David Demitri Africa, Richell Isaiah S. Flores, Michael T. Lopez II, Theresa Denise Magsajo, Anjanette Cayabyab, William Chandra Tjhi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Battling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues
Haiyang Wang, Zhiliang Tian, Yuchen Pan, Xin Song, Xin Niu, Minlie Huang, Bin Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BeamLoRA: Beam-Constraint Low-Rank Adaptation
Naibin Gu, Zhenyu Zhang, Xiyu Liu, Peng Fu, Zheng Lin, Shuohuan Wang, Yu Sun, Hua Wu, Weiping Wang, Haifeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models
Lindia Tjuatja, Graham Neubig
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey
Ivan Vegner, Sydelle de Souza, Valentin Forch, Martha Lewis, Leonidas A. A. Doumas
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Behind Closed Words: Creating and Investigating the forePLay Annotated Dataset for Polish Erotic Discourse
Anna Kołos, Katarzyna Lorenc, Emilia Wiśnios, Agnieszka Karlińska
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
BelarusianGLUE: Towards a Natural Language Understanding Benchmark for Belarusian
Maksim Aparovich, Volha Harytskaya, Vladislav Poritski, Oksana Volchek, Pavel Smrz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories
Alperen Yildiz, Sin G Teo, Yiling Lou, Yebo Feng, Chong Wang, Dinil Mon Divakaran
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Benchmarking Long-Context Language Models on Long Code Understanding
Jia Li, Xuyuan Guo, Lei Li, Kechi Zhang, Ge Li, Jia Li, Zhengwei Tao, Fang Liu, Chongyang Tao, Yuqi Zhu, Zhi Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models
Kuofeng Gao, Shu-Tao Xia, Ke Xu, Philip Torr, Jindong Gu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning
Yingjie Zhu, Xuefeng Bai, Kehai Chen, Yang Xiang, Jun Yu, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Better Embeddings with Coupled Adam
Felix Stollenwerk, Tobias Stollenwerk
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Between Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic Biases
Michael Y. Hu, Jackson Petty, Chuan Shi, William Merrill, Tal Linzen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs
Weixiang Zhao, Yulin Hu, Yang Deng, Jiahe Guo, Xingyu Sui, Xinyang Han, An Zhang, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions
Matthias Orlikowski, Jiaxin Pei, Paul Röttger, Philipp Cimiano, David Jurgens, Dirk Hovy
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Dialogue: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model
Yeyong Yu, Runsheng Yu, Haojie Wei, Zhanqiu Zhang, Quan Qian
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Facts: Evaluating Intent Hallucination in Large Language Models
Yijie Hao, Haofei Yu, Jiaxuan You
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems
Haochun Wang, Sendong Zhao, Jingbo Wang, Zewen Qiang, Bing Qin, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation
Guoqiang Gong, Jiaxing Wang, Jin Xu, Deping Xiang, Zicheng Zhang, Leqi Shen, Yifeng Zhang, Junhua Shu, Zhaolong Xing, Zhen Chen, Pengzhang Liu, Ke Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization
Itai Mondshine, Tzuf Paz-Argaman, Reut Tsarfaty
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Negative Stereotypes – Non-Negative Abusive Utterances about Identity Groups and Their Semantic Variants
Tina Lommel, Elisabeth Eder, Josef Ruppenhofer, Michael Wiegand
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning
Chengwei Qin, Wenhan Xia, Fangkai Jiao, Chen Chen, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Position: the emergence of wavelet-like properties in Transformers
Valeria Ruscio, Umberto Nanni, Fabrizio Silvestri
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
Mengru Wang, Ziwen Xu, Shengyu Mao, Shumin Deng, Zhaopeng Tu, Huajun Chen, Ningyu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering
Zhanghao Hu, Hanqi Yan, Qinglin Zhu, Zhenyi Shen, Yulan He, Lin Gui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation
Xiangyu Zhang, Yu Zhou, Guang Yang, Wei Cheng, Taolue Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
Yang Zhao, Li Du, Xiao Ding, Yangou Ouyang, Hepeng Wang, Kai Xiong, Jinglong Gao, Zhouhao Sun, Dongliang Xu, Qing Yang, Dongchen Li, Bing Qin, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation
Haozhe Xu, Xiaohua Wang, Changze Lv, Xiaoqing Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Surface Simplicity: Revealing Hidden Reasoning Attributes for Precise Commonsense Diagnosis
Huijun Lian, Zekai Sun, Keqi Chen, Yingming Gao, Ya Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond Text Compression: Evaluating Tokenizers Across Scales
Jonas F. Lotz, António V. Lopes, Stephan Peitz, Hendra Setiawan, Leonardo Emili
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims
Priyanka Kargupta, Runchu Tian, Jiawei Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation
Qichuan Liu, Chentao Zhang, Chenfeng Zheng, Guosheng Hu, Xiaodong Li, Zhihong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation
Xinyu Zhang, Linmei Hu, Luhao Zhang, Wentao Cheng, Yashen Wang, Ge Shi, Chong Feng, Liqiang Nie
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Bias in Language Models: Beyond Trick Tests and Towards RUTEd Evaluation
Kristian Lum, Jacy Reese Anthis, Kevin Robinson, Chirag Nagpal, Alexander Nicholas D’Amour
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Bias in the Mirror : Are LLMs opinions robust to their own adversarial attacks
Virgile Rennard, Christos Xypolopoulos, Michalis Vazirgiannis
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Biased LLMs can Influence Political Decision-Making
Jillian Fisher, Shangbin Feng, Robert Aron, Thomas Richardson, Yejin Choi, Daniel W Fisher, Jennifer Pan, Yulia Tsvetkov, Katharina Reinecke
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Bilingual Zero-Shot Stance Detection
Chenye Zhao, Cornelia Caragea
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Binary Classifier Optimization for Large Language Model Alignment
Seungjae Jung, Gunsoo Han, Daniel Wontae Nam, Kyoung-Woon On
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Bitnet.cpp: Efficient Edge Inference for Ternary LLMs
Jinheng Wang, Hansong Zhou, Ting Song, Shijie Cao, Yan Xia, Ting Cao, Jianyu Wei, Shuming Ma, Hongyu Wang, Furu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Bone Soups: A Seek-and-Soup Model Merging Approach for Controllable Multi-Objective Generation
Guofu Xie, Xiao Zhang, Ting Yao, Yunsheng Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Boosting LLM’s Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning
Xiang Zhuang, Bin Wu, Jiyu Cui, Kehua Feng, Xiaotong Li, Huabin Xing, Keyan Ding, Qiang Zhang, Huajun Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Boosting Long-Context Information Seeking via Query-Guided Activation Refilling
Hongjin Qian, Zheng Liu, Peitian Zhang, Zhicheng Dou, Defu Lian
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms
Caio Corro, Mathieu Lacroix, Joseph Le Roux
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention
Weixuan Wang, Minghao Wu, Barry Haddow, Alexandra Birch
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking
Haohao Luo, Jiayi Kuang, Wei Liu, Ying Shen, Jian Luan, Yang Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning
Sky CH-Wang, Darshan Girish Deshpande, Smaranda Muresan, Anand Kannappan, Rebecca Qian
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Building Better: Avoiding Pitfalls in Developing Language Resources when Data is Scarce
Nedjma Ousidhoum, Meriem Beloucif, Saif M. Mohammad
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Building a Long Text Privacy Policy Corpus with Multi-Class Labels
Florencia Marotta-Wurgler, David Stein
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient
Yuan Gao, Zujing Liu, Weizhong Zhang, Bo Du, Gui-Song Xia
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · ACL
Byte Latent Transformer: Patches Scale Better Than Tokens
Artidoro Pagnoni, Ramakanth Pasunuru, Pedro Rodriguez, John Nguyen, Benjamin Muller, Margaret Li, Chunting Zhou, Lili Yu, Jason E Weston, Luke Zettlemoyer, Gargi Ghosh, Mike Lewis, Ari Holtzman, Srini Iyer
Natural Language Processing
日本大学: 関与なし（対象大学）