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

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.

Entity Resolution In-Context Learning