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
Examining False Positives under Inference Scaling for Mathematical Reasoning
Yu Wang, Nan Yang, Liang Wang, Furu Wei, Fuli Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation
Minghua He, Yue Chen, Fangkai Yang, Pu Zhao, Wenjie Yin, Yu Kang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance
Sijia Yao, Pengcheng Huang, Zhenghao Liu, Yu Gu, Yukun Yan, Shi Yu, Ge Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation
Dingwei Chen, Ziqiang Liu, Feiteng Fang, Chak Tou Leong, Shiwen Ni, Ahmadreza Argha, Hamid Alinejad-Rokny, Min Yang, Chengming Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models
Zelin Li, Dawei Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Explainability and Interpretability of Multilingual Large Language Models: A Survey
Lucas Resck, Isabelle Augenstein, Anna Korhonen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Explaining Differences Between Model Pairs in Natural Language through Sample Learning
Advaith Malladi, Rakesh R Menon, Yuvraj Jain, Shashank Srivastava
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Explicit Learning and the LLM in Machine Translation
Malik Marmonier, Rachel Bawden, Benoît Sagot
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Exploring Artificial Image Generation for Stance Detection
Zhengkang Zhang, Zhongqing Wang, Guodong Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment
Yunfan Zhang, Kathleen McKeown, Smaranda Muresan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs
Mahammed Kamruzzaman, Gene Louis Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining
Jianzhu Bao, Yuqi Huang, Yang Sun, Wenya Wang, Yice Zhang, Bojun Jin, Ruifeng Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios
Yunkai Dang, Mengxi Gao, Yibo Yan, Xin Zou, Yanggan Gu, Jungang Li, Jingyu Wang, Peijie Jiang, Aiwei Liu, Jia Liu, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Exploring morphology-aware tokenization: A case study on Spanish language modeling
Alba Táboas García, Piotr Przybyła, Leo Wanner
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Exploring the Hidden Capacity of LLMs for One-Step Text Generation
Gleb Mezentsev, Ivan Oseledets
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Exploring the Impact of Personality Traits on LLM Bias and Toxicity
Shuo Wang, Renhao Li, Xi Chen, Yulin Yuan, Min Yang, Derek F. Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Exploring the Limitations of Mamba in COPY and CoT Reasoning
Ruifeng Ren, Zhicong Li, Yong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Extending Automatic Machine Translation Evaluation to Book-Length Documents
Kuang-Da Wang, Shuoyang Ding, Chao-Han Huck Yang, Ping-Chun Hsieh, Wen-Chih Peng, Vitaly Lavrukhin, Boris Ginsburg
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Extracting Linguistic Information from Large Language Models: Syntactic Relations and Derivational Knowledge
Tsedeniya Kinfe Temesgen, Marion Di Marco, Alexander Fraser
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models
Zhipeng Chen, Kun Zhou, Liang Song, Wayne Xin Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass
Nicholas Popovič, Michael Färber
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task
Tan Yue, Rui Mao, Zilong Song, Zonghai Hu, Dongyan Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FANS: Formal Answer Selection for LLM Natural Language Math Reasoning Using Lean4
Jiarui Yao, Ruida Wang, Tong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs’ Responsiveness to Human Feedback
Youquan Li, Miao Zheng, Fan Yang, Guosheng Dong, Bin Cui, Weipeng Chen, Zenan Zhou, Wentao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining
Xu Liangyu, Xuemiao Zhang, Feiyu Duan, Sirui Wang, Rongxiang Weng, Jingang Wang, Xunliang Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FISTAPruner: Layer-wise Post-training Pruning for Large Language Models
Pengxiang Zhao, Hanyu Hu, Ping Li, Yi Zheng, Zhefeng Wang, Xiaoming Yuan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FLARE: Faithful Logic-Aided Reasoning and Exploration
Erik Arakelyan, Pasquale Minervini, Patrick Lewis, Pat Verga, Isabelle Augenstein
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference
Yu-Chen Lu, Chong-Yan Chen, Chi-Chih Chang, Yu-Fang Hu, Kai-Chiang Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FLUID QA: A Multilingual Benchmark for Figurative Language Usage in Dialogue across English, Chinese, and Korean
Seoyoon Park, Hyeji Choi, Minseon Kim, Subin An, Xiaonan Wang, Gyuri Choi, Hansaem Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data
Thibaut Thonet, Germán Kruszewski, Jos Rozen, Pierre Erbacher, Marc Dymetman
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models
Yanling Wang, Haoyang Li, Hao Zou, Jing Zhang, Xinlei He, Qi Li, Ke Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation
François Ledoyen, Gaël Dias, Jeremie Pantin, Alexis Lechervy, Fabrice Maurel, Youssef Chahir
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning
Jingyang Lin, Andy Wong, Tian Xia, Shenghua He, Hui Wei, Mei Han, Jiebo Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Fair or Framed? Political Bias in News Articles Generated by LLMs
Junho Yoo, Youhyun Shin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
Mintong Kang, Vinayshekhar Bannihatti Kumar, Shamik Roy, Abhishek Kumar, Sopan Khosla, Balakrishnan Murali Narayanaswamy, Rashmi Gangadharaiah
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge
Nakyeong Yang, Minsung Kim, Seunghyun Yoon, Joongbo Shin, Kyomin Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs
Wafa Al Ghallabi, Ritesh Thawkar, Sara Ghaboura, Ketan Pravin More, Omkar Thawakar, Hisham Cholakkal, Salman Khan, Rao Muhammad Anwer
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding
Jinglin Chen, Qiwei Li, Zuchao Li, Baoyuan Qi, Liu Guoming, Haojun Ai, Hai Zhao, Ping Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models
Zihao Li, Xu Wang, Yuzhe Yang, Ziyu Yao, Haoyi Xiong, Mengnan Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data
WenHao Wang, Zijie Yu, Rui Ye, Jianqing Zhang, Guangyi Liu, Liang Liu, Siheng Chen, Yanfeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Few-Shot Learning Translation from New Languages
Carlos Mullov, Alexander Waibel
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Few-Shot Open-Set Classification via Reasoning-Aware Decomposition
Avyav Kumar Singh, Helen Yannakoudakis
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FilBench: Can LLMs Understand and Generate Filipino?
Lester James Validad Miranda, Elyanah Aco, Conner G. Manuel, Jan Christian Blaise Cruz, Joseph Marvin Imperial
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学
2025 · EMNLP
FinMTEB: Finance Massive Text Embedding Benchmark
Yixuan Tang, Yi Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain
Suifeng Zhao, Zhuoran Jin, Sujian Li, Jun Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain
Tiansheng Hu, Tongyan Hu, Liuyang Bai, Yilun Zhao, Arman Cohan, Chen Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Financial Risk Relation Identification through Dual-view Adaptation
Wei-Ning Chiu, Yu-Hsiang Wang, Andy Hsiao, Yu-Shiang Huang, Chuan-Ju Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Finding your MUSE: Mining Unexpected Solutions Engine
Nir Sweed, Hanit Hakim, Ben Wolfson, Hila Lifshitz, Dafna Shahaf
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Finetuning LLMs for Human Behavior Prediction in Social Science Experiments
Akaash Kolluri, Shengguang Wu, Joon Sung Park, Michael S. Bernstein
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Fingerprinting LLMs through Survey Item Factor Correlation: A Case Study on Humor Style Questionnaire
Simon Münker
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs
Runyu Peng, Yunhua Zhou, Kai Lv, Yang Gao, Qipeng Guo, Xipeng Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games
Jaewoo Ahn, Junseo Kim, Heeseung Yun, Jaehyeon Son, Dongmin Park, Jaewoong Cho, Gunhee Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs
Andong Hua, Kenan Tang, Chenhe Gu, Jindong Gu, Eric Wong, Yao Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Flexible-length Text Infilling for Discrete Diffusion Models
Andrew Zhang, Anushka Sivakumar, Chia-Wei Tang, Chris Thomas
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework
Cai Ke, Yiming Du, Bin Liang, Yifan Xiang, Lin Gui, Zhongyang Li, Baojun Wang, Yue Yu, Hui Wang, Kam-Fai Wong, Ruifeng Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models
Hengxing Cai, Jinhan Dong, Jingjun Tan, Jingcheng Deng, Sihang Li, Zhifeng Gao, Haidong Wang, Zicheng Su, Agachai Sumalee, Renxin Zhong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Vivek Gupta, Dinesh Manocha
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Following Length Constraints in Instructions
Weizhe Yuan, Ilia Kulikov, Ping Yu, Kyunghyun Cho, Sainbayar Sukhbaatar, Jason E Weston, Jing Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment
Jingcheng Deng, Zhongtao Jiang, Liang Pang, Zihao Wei, Liwei Chen, Kun Xu, Yang Song, Huawei Shen, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Fooling the LVLM Judges: Visual Biases in LVLM-Based Evaluation
Yerin Hwang, Dongryeol Lee, Kyungmin Min, Taegwan Kang, Yongil Kim, Kyomin Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs
Zixuan Weng, Xiaolong Jin, Jinyuan Jia, Xiangyu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon
Nurit Cohen Inger, Yehonatan Elisha, Bracha Shapira, Lior Rokach, Seffi Cohen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Formalizing Style in Personal Narratives
Gustave Cortal, Alain Finkel
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction
Zehan Li, Fu Zhang, Wenqing Zhang, Jiawei Li, Zhou Li, Jingwei Cheng, Tianyue Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Frequency & Compositionality in Emergent Communication
Jean-Baptiste Sevestre, Emmanuel Dupoux
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Friend or Foe? A Computational Investigation of Semantic False Friends across Romance Languages
Ana Sabina Uban, Liviu P Dinu, Ioan-Bogdan Iordache, Simona Georgescu, Claudia Vlad
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From A and B to A+B: Can Large Language Models Solve Compositional Math Problems?
Xisheng Xiao, Hanlin Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing
Lanxiao Huang, Daksh Dave, Tyler Cody, Peter A. Beling, Ming Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text
Ridwan Mahbub, Mohammed Saidul Islam, Mir Tafseer Nayeem, Md Tahmid Rahman Laskar, Mizanur Rahman, Shafiq Joty, Enamul Hoque
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Chat Logs to Collective Insights: Aggregative Question Answering
Wentao Zhang, Woojeong Kim, Yuntian Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models
Zhihan Guo, Jiele Wu, Wenqian Cui, Yifei Zhang, Minda Hu, Yufei Wang, Irwin King
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
Dawei Li, Bohan Jiang, Liangjie Huang, Alimohammad Beigi, Chengshuai Zhao, Zhen Tan, Amrita Bhattacharjee, Yuxuan Jiang, Canyu Chen, Tianhao Wu, Kai Shu, Lu Cheng, Huan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Language to Cognition: How LLMs Outgrow the Human Language Network
Badr AlKhamissi, Greta Tuckute, Yingtian Tang, Taha Osama A Binhuraib, Antoine Bosselut, Martin Schrimpf
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement
JianZhi Yan, Le Liu, Youcheng Pan, Shiwei Chen, Zike Yuan, Yang Xiang, Buzhou Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Parameters to Performance: A Data-Driven Study on LLM Structure and Development
Suqing Wang, Zuchao Li, Shi Luohe, Bo Du, Hai Zhao, Yun Li, Qianren Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations
Shenghan Wu, Yimo Zhu, Wynne Hsu, Mong-Li Lee, Yang Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning
David Dinucu-Jianu, Jakub Macina, Nico Daheim, Ido Hakimi, Iryna Gurevych, Mrinmaya Sachan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models
Jue Zhang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation
Huan Xu, Zequn Li, Wen Tang, Jian Jun Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations
Benlu Wang, Iris Xia, Yifan Zhang, Junda Wang, Feiyun Ouyang, Shuo Han, Arman Cohan, Hong Yu, Zonghai Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Shortcuts to Balance: Attribution Analysis of Speech-Text Feature Utilization in Distinguishing Original from Machine-Translated Texts
Yongjian Chen, Antonio Toral
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs
M. Farid Adilazuarda, Chen Cecilia Liu, Iryna Gurevych, Alham Fikri Aji
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition
Tianduo Wang, Lu Xu, Wei Lu, Shanbo Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora
Yingli Shen, Wen Lai, Shuo Wang, Ge Gao, Kangyang Luo, Alexander Fraser, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models
Viktor Hangya, Fabian Küch, Darina Gold
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From Word to World: Evaluate and Mitigate Culture Bias in LLMs via Word Association Test
Xunlian Dai, Li Zhou, Benyou Wang, Haizhou Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model
Marvin Lavechin, Thomas Hueber
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
FuseChat: Knowledge Fusion of Chat Models
Fanqi Wan, Longguang Zhong, Ziyi Yang, Ruijun Chen, Xiaojun Quan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations
Tian Lan, Jiang Li, Yemin Wang, Xu Liu, Xiangdong Su, Guanglai Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
G2: Guided Generation for Enhanced Output Diversity in LLMs
Zhiwen Ruan, Yixia Li, Yefeng Liu, Yun Chen, Weihua Luo, Peng Li, Yang Liu, Guanhua Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GAP: a Global Adaptive Pruning Method for Large Language Models
Zhihua Ban, Haotian Ma, Siheng Zhang, Shengyu Liu, Xichen Chen, Ming Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GATEAU: Selecting Influential Samples for Long Context Alignment
Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li, Kangyang Luo, Chuancheng Lv, Kaikai An, Fanchao Qi, Baobao Chang, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection
Zejiang He, Jingyuan Huang, Menglong Lu, Zhen Huang, Shanshan Liu, Zhiliang Tian, Dongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GER-LLM: Efficient and Effective Geospatial Entity Resolution with Large Language Model
Haojia Zhu, Zhicheng Li, Jiahui Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?
Yiyang Zhou, Linjie Li, Shi Qiu, Zhengyuan Yang, Yuyang Zhao, Siwei Han, Yangfan He, Kangqi Li, Haonian Ji, Zihao Zhao, Haibo Tong, Lijuan Wang, Huaxiu Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GRADA: Graph-based Reranking against Adversarial Documents Attack
Jingjie Zheng, Aryo Pradipta Gema, Giwon Hong, Xuanli He, Pasquale Minervini, Youcheng Sun, Qiongkai Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection
Melissa Kazemi Rad, Alberto Purpura, Himanshu Kumar, Emily Chen, Mohammad Shahed Sorower
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression
Kainan Liu, Yong Zhang, Ning Cheng, Zhitao Li, Shaojun Wang, Jing Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding
Yujin Kang, Park Seong Woo, Yoon-Sik Cho
Natural Language Processing
日本大学: 関与なし（対象大学）