SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuningby Yexiao He, Ziyao Wang, Zheyu Shen, Guoheng…
Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learnersby Chun Feng, Joy Hsu, Weiyu Liu,…
Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approachby Linyu Liu, Yu Pan, Xiaocheng…
Graph Machine Learning in the Era of Large Language Models (LLMs)by Wenqi Fan, Shijie Wang,…
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networksby Zhe Zhao, Pengkun Wang, Xu Wang,…
Deep neural networks for choice analysis: Enhancing behavioral regularity with gradient regularizationby Siqi Feng, Rui…
The Branch Not Taken: Predicting Branching in Online Conversationsby Shai Meital, Lior Rokach, Roman Vainshtein,…