EMNLP

2022–2026 LIVE

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Natural Language Processing

2025 · 1,668 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 · EMNLP
In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties
Nathan Roll, Calbert Graham, Yuka Tatsumi, Kim Tien Nguyen, Meghan Sumner, Dan Jurafsky
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles
Zizhen Li, Chuanhao Li, Yibin Wang, Qi Chen, Diping Song, Yukang Feng, Jianwen Sun, Jiaxin Ai, Fanrui Zhang, Mingzhu Sun, Kaipeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Inceptive Transformers: Enhancing Contextual Representations through Multi-Scale Feature Learning Across Domains and Languages
Asif Shahriar, Rifat Shahriyar, M Saifur Rahman
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Incorporating Diverse Perspectives in Cultural Alignment: Survey of Evaluation Benchmarks Through A Three-Dimensional Framework
Meng-Chen Wu, Si-Chi Chin, Tess Wood, Ayush Goyal, Narayanan Sadagopan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages
Ujjwal Sharma, Pushpak Bhattacharyya
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
IndoSafety: Culturally Grounded Safety for LLMs in Indonesian Languages
Muhammad Falensi Azmi, Muhammad Dehan Al Kautsar, Alfan Farizki Wicaksono, Fajri Koto
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index
Hao Xu, Jiacheng Liu, Yejin Choi, Noah A. Smith, Hannaneh Hajishirzi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows
Kirolos Ataallah, Eslam Mohamed Bakr, Mahmoud Ahmed, Chenhui Gou, Khushbu Pahwa, Jian Ding, Mohamed Elhoseiny
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering
Zihan Wang, Zihan Liang, Zhou Shao, Yufei Ma, Huangyu Dai, Ben Chen, Lingtao Mao, Chenyi Lei, Yuqing Ding, Han Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Information Integration in Large Language Models is Gated by Linguistic Structural Markers
Wei Liu, Nai Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque
Oscar Sainz, Naiara Perez, Julen Etxaniz, Joseba Fernandez de Landa, Itziar Aldabe, Iker García-Ferrero, Aimar Zabala, Ekhi Azurmendi, German Rigau, Eneko Agirre, Mikel Artetxe, Aitor Soroa
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Integral Transformer: Denoising Attention, Not Too Much Not Too Little
Ivan Kobyzev, Abbas Ghaddar, Dingtao Hu, Boxing Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
IntentionFrame: A Semi-Structured, Multi-Aspect Framework for Fine-Grained Conversational Intention Understanding
Jinggui Liang, Dung Vo, Lizi Liao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Inter-sentence Context Modeling and Structure-aware Representation Enhancement for Conversational Sentiment Quadruple Extraction
Yu Zhang, Zhaoman Zhong, Huihui Lv
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
InterIDEAS: Philosophical Intertextuality via LLMs
Yue Yang, Yinzhi Xu, Chenghao Huang, JohnMichael Jurgensen, Han Hu, Hao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Interdisciplinary Research in Conversation: A Case Study in Computational Morphology for Language Documentation
Enora Rice, Katharina von der Wense, Alexis Palmer
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Internal Chain-of-Thought: Empirical Evidence for Layer‐wise Subtask Scheduling in LLMs
Zhipeng Yang, Junzhuo Li, Siyu Xia, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models
Gregory Polyakov, Christian Hepting, Carsten Eickhoff, Seyed Ali Bahrainian
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization
Jaewook Lee, Alexander Scarlatos, Andrew Lan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Interpretable Text Embeddings and Text Similarity Explanation: A Survey
Juri Opitz, Lucas Moeller, Andrianos Michail, Sebastian Padó, Simon Clematide
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety
Seongmin Lee, Aeree Cho, Grace C. Kim, ShengYun Peng, Mansi Phute, Duen Horng Chau
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Intrinsic Test of Unlearning Using Parametric Knowledge Traces
Yihuai Hong, Lei Yu, Haiqin Yang, Shauli Ravfogel, Mor Geva
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Investigating How Pre-training Data Leakage Affects Models’ Reproduction and Detection Capabilities
Masahiro Kaneko, Timothy Baldwin
Natural Language Processing
日本大学: 東京科学大学
2025 · EMNLP
Investigating Neurons and Heads in Transformer-based LLMs for Typographical Errors
Kohei Tsuji, Tatsuya Hiraoka, Yuchang Cheng, Eiji Aramaki, Tomoya Iwakura
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学
2025 · EMNLP
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles
Debdeep Sanyal, Agniva Maiti, Umakanta Maharana, Dhruv Kumar, Ankur Mali, C. Lee Giles, Murari Mandal
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Investigating Value-Reasoning Reliability in Small Large Language Models
Xia Du, Shuhan Sun, Pengyuan Liu, Dong Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Investigating the interaction of linguistic and mathematical reasoning in language models using multilingual number puzzles
Antara Raaghavi Bhattacharya, Isabel Papadimitriou, Kathryn Davidson, David Alvarez-Melis
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking
Tianle Gu, Zongqi Wang, Kexin Huang, Yuanqi Yao, Xiangliang Zhang, Yujiu Yang, Xiuying Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding
Zirui Shao, Feiyu Gao, Zhaoqing Zhu, Chuwei Luo, Hangdi Xing, Zhi Yu, Qi Zheng, Ming Yan, Jiajun Bu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Is the Top Still Spinning? Evaluating Subjectivity in Narrative Understanding
Melanie Subbiah, Akankshya Mishra, Grace Kim, Liyan Tang, Greg Durrett, Kathleen McKeown
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Iterative Multilingual Spectral Attribute Erasure
Shun Shao, Yftah Ziser, Zheng Zhao, Yifu Qiu, Shay B. Cohen, Anna Korhonen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Iterative Prompt Refinement for Safer Text-to-Image Generation
Jinwoo Jeon, JunHyeok Oh, Hayeong Lee, Byung-Jun Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs
Yue Li, Zhixue Zhao, Carolina Scarton
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
JI^2S: Joint Influence‐Aware Instruction Data Selection for Efficient Fine‐Tuning
Jingyu Wei, Bo Liu, Tianjiao Wan, Baoyun Peng, Xingkong Ma, Mengmeng Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling
Jinwang Song, Hongying Zan, Kunli Zhang, Lingling Mu, Yingjie Han, Haobo Hua, Min Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences
David Beauchemin, Michelle Albert-Rochette, Richard Khoury, Pierre-Luc Déziel
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning
Huanghai Liu, Quzhe Huang, Qingjing Chen, Yiran Hu, Jiayu Ma, Yun Liu, Weixing Shen, Yansong Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Jailbreak LLMs through Internal Stance Manipulation
Shuangjie Fu, Du Su, Beining Huang, Fei Sun, Jingang Wang, Wei Chen, Huawei Shen, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Jailbreak-Tuning: Models Efficiently Learn Jailbreak Susceptibility
Brendan Murphy, Dillon Bowen, Shahrad Mohammadzadeh, Tom Tseng, Julius Broomfield, Adam Gleave, Kellin Pelrine
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models
Zesen Lyu, Dandan Zhang, Wei Ye, Fangdi Li, Zhihang Jiang, Yao Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Job Unfair: An Investigation of Gender and Occupational Bias in Free-Form Text Completions by LLMs
Camilla Casula, Sebastiano Vecellio Salto, Elisa Leonardelli, Sara Tonelli
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Joint Modeling of Entities and Discourse Relations for Coherence Assessment
Wei Liu, Michael Strube
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Journalism-Guided Agentic In-context Learning for News Stance Detection
Dahyun Lee, Jonghyeon Choi, Jiyoung Han, Kunwoo Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Judge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models
Mo Zhiqiang, Yang Hua, Jiahui Li, Yuan Liu, Shawn Wong, Jianmin Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
Mehdi Ali, Manuel Brack, Max Lübbering, Elias Wendt, Abbas Goher Khan, Richard Rutmann, Alex Jude, Maurice Kraus, Alexander Arno Weber, Felix Stollenwerk, David Kaczér, Florian Mai, Lucie Flek, Rafet Sifa, Nicolas Flores-Herr, Joachim Koehler, Patrick Schramowski, Michael Fromm, Kristian Kersting
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling
Yangfan Wang, Jie Liu, Chen Tang, Lian Yan, Jingchi Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval
Chi Minh Bui, Ngoc Mai Thieu, Vinh Van Nguyen, Jason J. Jung, Khac-Hoai Nam Bui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
Ziyi Guan, Jason Chun Lok Li, Zhijian Hou, Pingping Zhang, Donglai Xu, Yuzhi Zhao, Mengyang Wu, Jinpeng Chen, Thanh-Toan Nguyen, Pengfei Xian, Wenao Ma, Shengchao Qin, Graziano Chesi, Ngai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
KGE Calibrator: An Efficient Probability Calibration Method of Knowledge Graph Embedding Models for Trustworthy Link Prediction
Yang Yang, Mohan Timilsina, Edward Curry
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models
Seorin Kim, Dongyoung Lee, Jaejin Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering
Hwan Chang, Yumin Kim, Yonghyun Jun, Hwanhee Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Knowledge Editing through Chain-of-Thought
Changyue Wang, Weihang Su, Qingyao Ai, Yichen Tang, Yiqun Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration
Xurui Li, Wanghaijiao, Kaisong Song, Rui Zhu, Haixu Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
KoBLEX: Open Legal Question Answering with Multi-hop Reasoning
Jihyung Lee, Daehui Kim, Seonjeong Hwang, Hyounghun Kim, Gary Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Koel-TTS: Enhancing LLM based Speech Generation with Preference Alignment and Classifier Free Guidance
Shehzeen Samarah Hussain, Paarth Neekhara, Xuesong Yang, Edresson Casanova, Subhankar Ghosh, Roy Fejgin, Mikyas T. Desta, Rafael Valle, Jason Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LASER: An LLM-based ASR Scoring and Evaluation Rubric
Amruta Parulekar, Preethi Jyothi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LATTE: Learning to Think with Vision Specialists
Zixian Ma, Jianguo Zhang, Zhiwei Liu, Jieyu Zhang, Juntao Tan, Manli Shu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Caiming Xiong, Ranjay Krishna, Silvio Savarese
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models
Takumi Shibata, Yuichi Miyamura
Natural Language Processing
日本大学: 電気通信大学
2025 · EMNLP
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts
Yimu Wang, Mozhgan Nasr Azadani, Sean Sedwards, Krzysztof Czarnecki
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction
Feng Zhao, Ruoyu Chai, Kangzheng Liu, Xianggan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LIDDIA: Language-based Intelligent Drug Discovery Agent
Reza Averly, Frazier N. Baker, Ian A Watson, Xia Ning
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval
Joohyung Yun, Doyup Lee, Wook-Shin Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLM Bias Detection and Mitigation through the Lens of Desired Distributions
Ingroj Shrestha, Padmini Srinivasan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval
Jian Zhang, Junyi Guo, Junyi Yuan, Huanda Lu, Yanlin Zhou, Fangyu Wu, Qiufeng Wang, Dongming Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection
Yanxu Ji, Jinzhong Ning, Yijia Zhang, Zhi Liu, Hongfei Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLM-Guided Co-Training for Text Classification
Md Mezbaur Rahman, Cornelia Caragea
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition
Qianrui Zhou, Hua Xu, Yifan Wang, Xinzhi Dong, Hanlei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLM-Independent Adaptive RAG: Let the Question Speak for Itself
Maria Marina, Nikolay Ivanov, Sergey Pletenev, Mikhail Salnikov, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models
Hongyao Tu, Liang Zhang, Yujie Lin, Xin Lin, Haibo Zhang, Long Zhang, Jinsong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLMs Behind the Scenes: Enabling Narrative Scene Illustration
Melissa Roemmele, John Joon Young Chung, Taewook Kim, Yuqian Sun, Alex Calderwood, Max Kreminski
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLMs Don’t Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations
Harry Mayne, Ryan Othniel Kearns, Yushi Yang, Andrew M. Bean, Eoin D. Delaney, Chris Russell, Adam Mahdi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition
Fan Bai, Hamid Hassanzadeh, Ardavan Saeedi, Mark Dredze
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment
Lingyao Li, Dawei Li, Zhenhui Ou, Xiaoran Xu, Jingxiao Liu, Zihui Ma, Runlong Yu, Min Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLMs cannot spot math errors, even when allowed to peek into the solution
Kv Aditya Srivatsa, Kaushal Kumar Maurya, Ekaterina Kochmar
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval
Yuan Chiang, Elvis Hsieh, Chia-Hong Chou, Janosh Riebesell
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding
Yuxuan Hu, Jihao Liu, Ke Wang, Jinliang Zheng, Weikang Shi, Manyuan Zhang, Qi Dou, Rui Liu, Aojun Zhou, Hongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LMR-BENCH: Evaluating LLM Agent’s Ability on Reproducing Language Modeling Research
Shuo Yan, Ruochen Li, Ziming Luo, Zimu Wang, Daoyang Li, Liqiang Jing, Kaiyu He, Peilin Wu, Juntong Ni, George Michalopoulos, Yue Zhang, Ziyang Zhang, Mian Zhang, Zhiyu Chen, Xinya Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages
Alham Fikri Aji, Trevor Cohn
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LVLMs are Bad at Overhearing Human Referential Communication
Zhengxiang Wang, Weiling Li, Panagiotis Kaliosis, Owen Rambow, Susan Brennan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents
Taro Yano, Yoichi Ishibashi, Masafumi Oyamada
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
LaMP-QA: A Benchmark for Personalized Long-form Question Answering
Alireza Salemi, Hamed Zamani
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models
Yue Li, Zhixue Zhao, Carolina Scarton
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes
Mingyang Wang, Lukas Lange, Heike Adel, Yunpu Ma, Jannik Strötgen, Hinrich Schuetze
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers
Juncheng Wang, Chao Xu, Cheng Yu, Zhe Hu, Haoyu Xie, Guoqi Yu, Lei Shang, Shujun Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Language Models Can be Efficiently Steered via Minimal Embedding Layer Transformations
Diogo Tavares, David Semedo, Alexander Rudnicky, Joao Magalhaes
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Language Models as Causal Effect Generators
Lucius E.J. Bynum, Kyunghyun Cho
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Language Models as Continuous Self-Evolving Data Engineers
Peidong Wang, Ming Wang, Zhiming Ma, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Language models can learn implicit multi-hop reasoning, but only if they have lots of training data
Yuekun Yao, Yupei Du, Dawei Zhu, Michael Hahn, Alexander Koller
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Language-Guided Temporal Token Pruning for Efficient VideoLLM Processing
Yogesh Kumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Language-to-Space Programming for Training-Free 3D Visual Grounding
Boyu Mi, Hanqing Wang, Tai Wang, Yilun Chen, Jiangmiao Pang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Languages Still Left Behind: Toward a Better Multilingual Machine Translation Benchmark
Chihiro Taguchi, Seng Mai, Keita Kurabe, Yusuke Sakai, Georgina Agyei, Soudabeh Eslami, David Chiang
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学 / 東京外国語大学
2025 · EMNLP
Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements
Guangxiang Zhao, Saier Hu, Xiaoqi Jian, Wu Jinzhu, Yuhan Wu, Lin Sun, Xiangzheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Large Language Models Discriminate Against Speakers of German Dialects
Minh Duc Bui, Carolin Holtermann, Valentin Hofmann, Anne Lauscher, Katharina von der Wense
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Large Language Models Do Multi-Label Classification Differently
Marcus Ma, Georgios Chochlakis, Niyantha Maruthu Pandiyan, Jesse Thomason, Shrikanth Narayanan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens
Ziyang Ma, Qingyue Yuan, Zhenglin Wang, Deyu Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities
Chuangtao Ma, Yongrui Chen, Tianxing Wu, Arijit Khan, Haofen Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Large Language Models Threaten Language’s Epistemic and Communicative Foundations
Shashank Srivastava
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Large Language Models as Realistic Microservice Trace Generators
Donghyun Kim, Sriram Ravula, Taemin Ha, Alex Dimakis, Daehyeok Kim, Aditya Akella
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition
Xuemei Tang, Xufeng Duan, Zhenguang Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Latent Inter-User Difference Modeling for LLM Personalization
Yilun Qiu, Tianhao Shi, Xiaoyan Zhao, Fengbin Zhu, Yang Zhang, Fuli Feng
Natural Language Processing
日本大学: 関与なし（対象大学）