Search Results for author: Chengliang Chai

Found 3 papers, 2 papers with code

Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration

1 code implementation7 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.

Entity Resolution In-Context Learning

Crowd-Powered Data Mining

no code implementations13 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.

Clustering General Classification +3

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