Papers
Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs
Yixiao Zhou, Ziyu Zhao, Dongzhou Cheng et al.
Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents
Rui Xu, Mingyu Wang, Xintao Wang et al.
Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts
Rochana Prih Hastuti, Rian Adam Rajagede, Mansour Al Ghanim et al.
Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision
Xiaopeng Ye, Chen Xu, Chaoliang Zhang et al.
Can LLMs Be Efficient Predictors of Conversational Derailment?
Kaustubh Olpadkar, Vikram Sunil Bajaj, Leslie Barrett
BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration
Jun Hou, Le Wang, Xuan Wang
Neutral Is Not Unbiased: Evaluating Implicit and Intersectional Identity Bias in LLMs Through Structured Narrative Scenarios
Saba Ghanbari Haez, Mauro Dragoni
Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?
Rui Xu, Xintao Wang, Jiangjie Chen et al.
Real, Fake, or Manipulated? Detecting Machine-Influenced Text
Yitong Wang, Zhongping Zhang, Margherita Piana et al.
SaCa: A Highly Compatible Reinforcing Framework for Knowledge Graph Embedding via Structural Pattern Contrast
Jiashi Lin, Changhong Jiang, Yixiao Wang et al.
Side Effects of Erasing Concepts from Diffusion Models
Shaswati Saha, Sourajit Saha, Manas Gaur et al.
An LLM-based Temporal-spatial Data Generation and Fusion Approach for Early Detection of Late Onset Alzheimer’s Disease (LOAD) Stagings Especially in Chinese and English-speaking Populations
Yang Han, Jacqueline C.k. Lam, Victor O.k. Li et al.
Enhancing LLM-Based Persuasion Simulations with Cultural and Speaker-Specific Information
Weicheng Ma, Hefan Zhang, Shiyu Ji et al.
Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision
Tej Deep Pala, Panshul Sharma, Amir Zadeh et al.
Self-Training Large Language Models with Confident Reasoning
Hyosoon Jang, Yunhui Jang, Sungjae Lee et al.
Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation
Weiyuan Li, Xintao Wang, Siyu Yuan et al.
A Survey of Cognitive Distortion Detection and Classification in NLP
Archie Sage, Jeroen Keppens, Helen Yannakoudakis
[MASK]ED - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse.
Dimitra Niaouri, Mohamed Rayane Ghilene, Michele Linardi et al.
“Going to a trap house” conveys more fear than “Going to a mall”: Benchmarking Emotion Context Sensitivity for LLMs
Eojin Jeon, Mingyu Lee, Sangyun Kim et al.
Evaluating distillation methods for data-efficient syntax learning
Takateru Yamakoshi, Thomas L. Griffiths, R. Thomas McCoy et al.
LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions
Yongju Jia, Jiarui Ma, Xiangxian Li et al.
Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing
Bhiman Kumar Baghel, Emma Jordan, Zheyuan Ryan Shi et al.
SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection
Taichi Aida, Danushka Bollegala
Evaluating the Creativity of LLMs in Persian Literary Text Generation
Armin Tourajmehr, Mohammad Reza Modarres, Yadollah Yaghoobzadeh