2 citations · 2 across the 4 of their papers we have counts for
Showing 2025Show all
3 papers · 1 filter
cs.DB2025
Structured Multi-Step Reasoning for Entity Matching Using Large Language Model
Rohan Bopardikar, Jin Wang, Jia Zou
Entity matching is a fundamental task in data cleaning and data integration. With the rapid adoption of large language models (LLMs), recent studies have explored zero-shot and few…
cs.CR2025
ProGQL: A Provenance Graph Query System for Cyber Attack Investigation
Fei Shao, Jia Zou, Zhichao Cao +1
Provenance analysis (PA) has recently emerged as an important solution for cyber attack investigation. PA leverages system monitoring to monitor system activities as a series of sy…
cs.CL2025
Understanding, Detecting, and Repairing Real-World In-Context-Learning-Based Text-to-SQL Errors
Jiawei Shen, Chengcheng Wan, Ruoyi Qiao +6
Large language models (LLMs) have been adopted for text-to-SQL tasks, utilizing their in-context learning (ICL) capability to translate natural language questions into SQL queries.…