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
Neural Topic Modeling via Contextual and Graph Information Fusion
Jiyuan Liu, Jiaxing Yan, Chunjiang Zhu, Xingyu Liu, Li Qing, Yanghui Rao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
NeuroAda: Activating Each Neuron’s Potential for Parameter-Efficient Fine-Tuning
Zhi Zhang, Yixian Shen, Congfeng Cao, Ekaterina Shutova
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Neuron-Level Differentiation of Memorization and Generalization in Large Language Models
Ko-Wei Huang, Yi-Fu Fu, Ching-Yu Tsai, Yu-Chieh Tu, Tzu-ling Cheng, Cheng-Yu Lin, Yi-Ting Yang, Heng-Yi Liu, Keng-Te Liao, Da-Cheng Juan, Shou-De Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities
Abdellah El Mekki, Houdaifa Atou, Omer Nacar, Shady Shehata, Muhammad Abdul-Mageed
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making
Yuanjun Feng, Vivek Choudhary, Yash Raj Shrestha
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Non-Existent Relationship: Fact-Aware Multi-Level Machine-Generated Text Detection
Yang Wu, Ruijia Wang, Jie Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance
Yao Wang, Di Liang, Minlong Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss
Kiana Aghakasiri, Noopur Zambare, JoAnn Thai, Carrie Ye, Mayur Mehta, J Ross Mitchell, Mohamed Abdalla
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions
Emmy Liu, Amanda Bertsch, Lintang Sutawika, Lindia Tjuatja, Patrick Fernandes, Lara Marinov, Michael Chen, Shreya Singhal, Carolin Lawrence, Aditi Raghunathan, Kiril Gashteovski, Graham Neubig
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts
Abhay Gupta, Kevin Zhu, Vasu Sharma, Sean O’Brien, Michael Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Nullspace Disentanglement for Red Teaming Language Models
Yi Han, Yuanxing Liu, Weinan Zhang, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models
Xiaoyu Xu, Minxin Du, Qingqing Ye, Haibo Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent
Bowen Chen, Zhao Wang, Shingo Takamatsu
Natural Language Processing
日本大学: 東京大学 / 早稲田大学
2025 · EMNLP
ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities
Yifan Duan, Yihong Tang, Kehai Chen, Liqiang Nie, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature
Alisha Srivastava, Emir Kaan Korukluoglu, Minh Nhat Le, Duyen Tran, Chau Minh Pham, Marzena Karpinska, Mohit Iyyer
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain
Shuting Wang, Jiejun Tan, Zhicheng Dou, Ji-Rong Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
Zekun Xi, Wenbiao Yin, Jizhan Fang, Jialong Wu, Runnan Fang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
On LLM-Based Scientific Inductive Reasoning Beyond Equations
Brian S. Lin, Jiaxin Yuan, Zihan Zhou, Shouli Wang, Shuo Wang, Cunliang Kong, Qi Shi, Yuxuan Li, Liner Yang, Zhiyuan Liu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
On Pruning State-Space LLMs
Tamer Ghattas, Michael Hassid, Roy Schwartz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
On Relation-Specific Neurons in Large Language Models
Yihong Liu, Runsheng Chen, Lea Hirlimann, Ahmad Dawar Hakimi, Mingyang Wang, Amir Hossein Kargaran, Sascha Rothe, François Yvon, Hinrich Schuetze
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
On the Role of Model Prior in Real-World Inductive Reasoning
Zhuo Liu, Ding Yu, Hangfeng He
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts
Linlu Qiu, Cedegao E. Zhang, Joshua B. Tenenbaum, Yoon Kim, Roger P. Levy
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
One Planner To Guide Them All ! Learning Adaptive Conversational Planners for Goal-oriented Dialogues
Huy Quang Dao, Lizi Liao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir
Sadam Al-Azani, Maad Alowaifeer, Alhanoof Alhunief, Ahmed Abdelali
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution
Lucio La Cava, Andrea Tagarelli
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis
Yehang Zhang, Xinli Xu, Xiaojie Xu, Doudou Zhang, Li Liu, Ying-Cong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Order Doesn’t Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
Qianxi He, Qianyu He, Jiaqing Liang, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Orthogonal Finetuning Made Scalable
Zeju Qiu, Weiyang Liu, Adrian Weller, Bernhard Schölkopf
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames
Sahithya Ravi, Gabriel Herbert Sarch, Vibhav Vineet, Andrew D Wilson, Balasaravanan Thoravi Kumaravel
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs
Yidan Zhang, Yu Wan, Boyi Deng, Baosong Yang, Hao-Ran Wei, Fei Huang, Bowen Yu, Dayiheng Liu, Junyang Lin, Fei Huang, Jingren Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PACHAT: Persona-Aware Speech Assistant for Multi-party Dialogue
Dongjie Fu, Xize Cheng, Linjun Li, Xiaoda Yang, Lujia Yang, Tao Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PAFT: Prompt-Agnostic Fine-Tuning
Chenxing Wei, Mingwen Ou, Ying He, Yao Shu, Fei Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements
Petros Raptopoulos, Giorgos Filandrianos, Maria Lymperaiou, Giorgos Stamou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization
Ruoxi Cheng, Yizhong Ding, Shuirong Cao, Ranjie Duan, Xiaoshuang Jia, Shaowei Yuan, Simeng Qin, Zhiqiang Wang, Xiaojun Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PERSEVAL: A Framework for Perspectivist Classification Evaluation
Soda Marem Lo, Silvia Casola, Erhan Sezerer, Valerio Basile, Franco Sansonetti, Antonio Uva, Davide Bernardi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues
Matthew Zent, Digory Smith, Simon Woodhead
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving
Mihir Parmar, Palash Goyal, Xin Liu, Yiwen Song, Mingyang Ling, Chitta Baral, Hamid Palangi, Tomas Pfister
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PLLuM-Align: Polish Preference Dataset for Large Language Model Alignment
Karolina Seweryn, Anna Kołos, Agnieszka Karlińska, Katarzyna Lorenc, Katarzyna Dziewulska, Maciej Chrabaszcz, Aleksandra Krasnodebska, Paula Betscher, Zofia Cieślińska, Katarzyna Kowol, Julia Moska, Dawid Motyka, Paweł Walkowiak, Bartosz Żuk, Arkadiusz Janz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion
Yuan Liu, Zhongyin Zhao, Le Tian, Haicheng Wang, Xubing Ye, Yangxiu You, Zilin Yu, Chuhan Wu, Zhou Xiao, Yang Yu, Jie Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models
Lorenzo Molfetta, Giacomo Frisoni, Nicolò Monaldini, Gianluca Moro
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
POSITION BIAS MITIGATES POSITION BIAS: Mitigate Position Bias Through Inter-Position Knowledge Distillation
Yifei Wang, Feng Xiong, Yong Wang, Linjing Li, Xiangxiang Chu, Daniel Dajun Zeng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation
Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Qiang Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
Hao Zheng, Xinyan Guan, Hao Kong, Wenkai Zhang, Jia Zheng, Weixiang Zhou, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PRIM: Towards Practical In-Image Multilingual Machine Translation
Yanzhi Tian, Zeming Liu, Zhengyang Liu, Chong Feng, Xin Li, Heyan Huang, Yuhang Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs
Dulhan Jayalath, James Bradley Wendt, Nicholas Monath, Sandeep Tata, Beliz Gunel
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PSET: a Phonetics-Semantics Evaluation Testbed
Gianluca Sperduti, Dong Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation
Yen-Ju Lu, Thomas Thebaud, Laureano Moro-Velazquez, Najim Dehak, Jesus Villalba
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PakBBQ: A Culturally Adapted Bias Benchmark for QA
Abdullah Hashmat, Muhammad Arham Mirza, Agha Ali Raza
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PanicToCalm: A Proactive Counseling Agent for Panic Attacks
Jihyun Lee, Yejin Min, San Kim, Yejin Jeon, Sung Jun Yang, Hyounghun Kim, Gary Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Parallel Continuous Chain-of-Thought with Jacobi Iteration
Haoyi Wu, Zhihao Teng, Kewei Tu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning
Senjie Jin, Lu Chen, Zhiheng Xi, Yuhui Wang, Sirui Song, Yuhao Zhou, Xinbo Zhang, Peng Sun, Hong Lu, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims
Yongmin Yoo, Qiongkai Xu, Longbing Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Path Drift in Large Reasoning Models: How First-Person Commitments Override Safety
Yuyi Huang, Runzhe Zhan, Lidia S. Chao, Ailin Tao, Derek F. Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline
Meng Lu, Ruochen Zhang, Carsten Eickhoff, Ellie Pavlick
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25
Meng Lu, Catherine Chen, Carsten Eickhoff
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PathwiseRAG: Multi-Dimensional Exploration and Integration Framework
Hengrui Zhang, Pin-Siang Huang, Zhen Zhang, Peican Lin, Yao-Ching Yu, Bo Hu, Yulu Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Permutative Preference Alignment from Listwise Ranking of Human Judgments
Yang Zhao, Yixin Wang, Mingzhang Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles
Kimberly Truong, Riccardo Fogliato, Hoda Heidari, Steven Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Personality Matters: User Traits Predict LLM Preferences in Multi-Turn Collaborative Tasks
Sarfaroz Yunusov, Kaige Chen, Kazi Nishat Anwar, Ali Emami
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Personality Vector: Modulating Personality of Large Language Models by Model Merging
Seungjong Sun, Seo Yeon Baek, Jang Hyun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD
Bryan Chen Zhengyu Tan, Daniel Wai Kit Chin, Zhengyuan Liu, Nancy F. Chen, Roy Ka-Wei Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Phi: Preference Hijacking in Multi-modal Large Language Models at Inference Time
Yifan Lan, Yuanpu Cao, Weitong Zhang, Lu Lin, Jinghui Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PhoniTale: Phonologically Grounded Mnemonic Generation for Typologically Distant Language Pairs
Sana Kang, Myeongseok Gwon, Su Young Kwon, Jaewook Lee, Andrew Lan, Bhiksha Raj, Rita Singh
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities
Jianfei Ma, Zhaoxin Feng, Emmanuele Chersoni, Huacheng Song, Ziqi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis
Haoming Huang, Yibo Yan, Jiahao Huo, Xin Zou, Xinfeng Li, Kun Wang, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts
Michal Golovanevsky, William Rudman, Michael A. Lepori, Amir Bar, Ritambhara Singh, Carsten Eickhoff
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Plan Dynamically, Express Rhetorically: A Debate-Driven Rhetorical Framework for Argumentative Writing
Xueguan Zhao, Wenpeng Lu, Chaoqun Zheng, Weiyu Zhang, Jiasheng Si, Deyu Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving
Mihir Parmar, Xin Liu, Palash Goyal, Yanfei Chen, Long Le, Swaroop Mishra, Hossein Mobahi, Jindong Gu, Zifeng Wang, Hootan Nakhost, Chitta Baral, Chen-Yu Lee, Tomas Pfister, Hamid Palangi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Playpen: An Environment for Exploring Learning From Dialogue Game Feedback
Nicola Horst, Davide Mazzaccara, Antonia Schmidt, Michael Sullivan, Filippo Momentè, Luca Franceschetti, Philipp Sadler, Sherzod Hakimov, Alberto Testoni, Raffaella Bernardi, Raquel Fernández, Alexander Koller, Oliver Lemon, David Schlangen, Mario Giulianelli, Alessandro Suglia
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation
Di Wu, Seth Aycock, Christof Monz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Pluralistic Alignment for Healthcare: A Role-Driven Framework
Jiayou Zhong, Anudeex Shetty, Chao Jia, Xuanrui Lin, Usman Naseem
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
Xueqing Peng, Triantafillos Papadopoulos, Efstathia Soufleri, Polydoros Giannouris, Ruoyu Xiang, Yan Wang, Lingfei Qian, Jimin Huang, Qianqian Xie, Sophia Ananiadou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization
Xu Sun, Lionel Delphin-Poulat, Christèle Tarnec, Anastasia Shimorina
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models
Renjie Pi, Kehao Miao, Li Peihang, Runtao Liu, Jiahui Gao, Jipeng Zhang, Xiaofang Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs
Ayush Gupta, Ramneet Kaur, Anirban Roy, Adam D. Cobb, Rama Chellappa, Susmit Jha
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PoseStitch-SLT: Linguistically Inspired Pose-Stitching for End-to-End Sign Language Translation
Abhinav Joshi, Vaibhav Sharma, Sanjeet Singh, Ashutosh Modi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Position: LLMs Can be Good Tutors in English Education
Jingheng Ye, Shen Wang, Deqing Zou, Yibo Yan, Kun Wang, Hai-Tao Zheng, Ruitong Liu, Zenglin Xu, Irwin King, Philip S. Yu, Qingsong Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Power doesn’t reside in size: A Low Parameter Hybrid Language Model (HLM) for Sentiment Analysis in Code-mixed data
Pavan Sai Balaga, Nagasamudram Karthik, Challa Vishwanath, Raksha Sharma, Rudra Murthy, Ashish Mittal
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Pragmatic Inference Chain (PIC) Improving LLMs’ Reasoning of Authentic Implicit Toxic Language
Xi Chen, Shuo Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers
Marek Kadlčík, Michal Štefánik, Timothee Mickus, Josef Kuchař, Michal Spiegel
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Pre-trained Models Perform the Best When Token Distributions Follow Zipf’s Law
Yanjin He, Qingkai Zeng, Meng Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment
Tong Zhang, Kuofeng Gao, Jiawang Bai, Leo Yu Zhang, Xin Yin, Zonghui Wang, Shouling Ji, Wenzhi Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Precise In-Parameter Concept Erasure in Large Language Models
Yoav Gur-Arieh, Clara Haya Suslik, Yihuai Hong, Fazl Barez, Mor Geva
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Predicate-Guided Generation for Mathematical Reasoning
Jiajun Chen, Yik-Cheung Tam
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Predicting Prosodic Boundaries for Children’s Texts
Mansi Dhamne, Sneha Raman, Preeti Rao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Preemptive Detection and Correction of Misaligned Actions in LLM Agents
Haishuo Fang, Xiaodan Zhu, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks
Yunuo Liu, Dawei Zhu, Zena Al-Khalili, Dai Cheng, Yanjun Chen, Dietrich Klakow, Wei Zhang, Xiaoyu Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
PrimeX: A Dataset of Worldview, Opinion, and Explanation
Rik Koncel-Kedziorski, Brihi Joshi, Tim Paek
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training
Yao-Ching Yu, Tsun-Han Chiang, Cheng-Wei Tsai, Chien-Ming Huang, Wen-Kwang Tsao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance
Pedro Henrique Luz de Araujo, Paul Röttger, Dirk Hovy, Benjamin Roth
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Prior Prompt Engineering for Reinforcement Fine-Tuning
Pittawat Taveekitworachai, Potsawee Manakul, Sarana Nutanong, Kunat Pipatanakul
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Priority on High-Quality: Selecting Instruction Data via Consistency Verification of Noise Injection
Hong Zhang, Feng Zhao, Ruilin Zhao, Cheng Yan, Kangzheng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning
Rui Wang, Bohao Li, Xiyang Dai, Jianwei Yang, Yi-Ling Chen, Zhen Xing, Yifan Yang, Dongdong Chen, Xipeng Qiu, Zuxuan Wu, Yu-Gang Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom
Jingqi Zhou, Sheng Wang, Jingwei Dong, Kai Liu, Lei Li, Jiahui Gao, Jiyue Jiang, Lingpeng Kong, Chuan Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
Yichi Zhang, Xin Luna Dong, Zhaojiang Lin, Andrea Madotto, Anuj Kumar, Babak Damavandi, Joyce Chai, Seungwhan Moon
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Proactive Hearing Assistants that Isolate Egocentric Conversations
Guilin Hu, Malek Itani, Tuochao Chen, Shyamnath Gollakota
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Probabilistic Soundness Guarantees in LLM Reasoning Chains
Weiqiu You, Anton Xue, Shreya Havaldar, Delip Rao, Helen Jin, Chris Callison-Burch, Eric Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding
Yun-Shiuan Chuang, Sameer Narendran, Nikunj Harlalka, Alexander Cheung, Sizhe Gao, Siddharth Suresh, Junjie Hu, Timothy T. Rogers
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Probing Logical Reasoning of MLLMs in Scientific Diagrams
Yufei Wang, Adriana Kovashka
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Probing Narrative Morals: A New Character-Focused MFT Framework for Use with Large Language Models
Luca Mitran, Sophie Wu, Andrew Piper
Natural Language Processing
日本大学: 関与なし（対象大学）