2 papers
cs.DB2024
Liberal Entity Matching as a Compound AI Toolchain
Silvery D. Fu, David Wang, Wen Zhang +1
Entity matching (EM), the task of identifying whether two descriptions refer to the same entity, is essential in data management. Traditional methods have evolved from rule-based t…
cs.CL2023
MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models
Deepak Nathani, David Wang, Liangming Pan +1
Language Models (LMs) have shown impressive performance in various natural language tasks. However, when it comes to natural language reasoning, LMs still face challenges such as h…