1 code implementation • 7 Dec 2023 • Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du
However, existing ICL approaches to ER typically necessitate providing a task description and a set of demonstrations for each entity pair and thus have limitations on the monetary cost of interfacing LLMs.
1 code implementation • SIGMOD/PODS 2022 • Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Chengliang Chai, Guoliang Li, Ruixue Fan, Xiaoyong Du
Entity resolution (ER) is a core problem of data integration.
Ranked #2 on Entity Resolution on WDC Watches-small
no code implementations • 13 Jun 2018 • Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng
Many data mining tasks cannot be completely addressed by auto- mated processes, such as sentiment analysis and image classification.