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EMNLP - 2025
Total Papers:- 2090
Total Papers accross all years:- 14326
Total Citations :- 0
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Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders
Agam Goyal |
Vedant Rathi |
William Yeh |
Yian Wang |
Yuen Chen |
Hari Sundaram |
ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations
Zijian Wang |
Chang Xu |
RareSyn: Health Record Synthesis for Rare Disease Diagnosis
Huimin Wang |
Yutian Zhao |
Yefeng Zheng |
Xian Wu |
Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs
Dingdong Wang |
Junan Li |
Mingyu Cui |
Dongchao Yang |
Xueyuan Chen |
Helen M. Meng |
F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task
Tan Yue |
Rui Mao |
Zilong Song |
Zonghai Hu |
Dongyan Zhao |
CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards
Cheng Liu |
Yifei Lu |
Fanghua Ye |
Jian Li |
Xingyu Chen |
Feiliang Ren |
Zhaopeng Tu |
Xiaolong Li |
Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization
Jian Li |
Shenglin Yin |
Yujia Zhang |
Alan Zhao |
Xi Chen |
Xiaohui Zhou |
Pengfei Xu |
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA
Sergey Pletenev |
Maria Marina |
Nikolay Ivanov |
Daria Galimzianova |
Nikita Krayko |
Mikhail Salnikov |
Vasily Konovalov |
Alexander Panchenko |
Viktor Moskvoretskii |
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation
Keane Ong |
Rui Mao |
Deeksha Varshney |
Paul Pu Liang |
Erik Cambria |
Gianmarco Mengaldo |
pFedGPT: Hierarchically Optimizing LoRA Aggregation Weights for Personalized Federated GPT Models
Zhanming Shen |
Tianqi Xu |
Hao Wang |
Jian Li |
Miao Pan |
DSCD: Large Language Model Detoxification with Self-Constrained Decoding
Ming Dong |
Jinkui Zhang |
Bolong Zheng |
Xinhui Tu |
Po Hu |
Tingting He |
Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment
Ahmed Karim |
Qiao Wang |
Zheng Yuan |
CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling
Jihai Zhang |
Xiaoye Qu |
Tong Zhu |
Yu Cheng |
Cost-Effective E-Commerce Catalog Translation at Scale Ensuring Named Entity Protection
Asier Gutiérrez-Fandiño |
Jorge Yero Salazar |
Clement Ruin |
Alejandro Quintero-Roba |
Shangeetha Ravichandran |
Jesus Perez-Martin |
Pankaj Adsul |
Suruchi Garg |
Leonardo Lezcano |
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System
Hui Yi Leong |
Yuheng Li |
Yuqing Wu |
Wenwen Ouyang |
Wei Zhu |
Jiechao Gao |
Wei Han |
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