APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching

APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching Kun Qian author Yisi Sang author Farima Bayat† author Anton Belyi author Xianqi Chu author Yash Govind author Samira Khorshidi author Rahul Khot author Katherine Luna author Azadeh Nikfarjam author Xiaoguang Qi author Fei Wu author Xianhan Zhang author Yunyao Li author 2024-06 text Proceedings of the Fifth Workshop on Data Science with Human-in-the-Loop (DaSH 2024) Eduard Dragut editor Yunyao Li editor Lucian Popa editor Slobodan Vucetic editor Shashank Srivastava editor Association for Computational Linguistics Mexico City, Mexico conference publication qian-etal-2024-ape 10.18653/v1/2024.dash-1.1 https://aclanthology.org/2024.dash-1.1/ 2024-06 1 3