2 papers
cs.DB2025
Systematic Evaluation of Knowledge Graph Repair with Large Language Models
Tung-Wei Lin, Gabe Fierro, Han Li +3
We present a systematic approach for evaluating the quality of knowledge graph repairs with respect to constraint violations defined in shapes constraint language (SHACL). Current…
cs.LG2025
Equivalent and Compact Representations of Neural Network Controllers With Decision Trees
Kevin Chang, Nathan Dahlin, Rahul Jain +1
Over the past decade, neural network (NN)-based controllers have demonstrated remarkable efficacy in a variety of decision-making tasks. However, their black-box nature and the ris…