PromptER: Prompt Contrastive Learning for Generalized Entity Resolution
Chaofan Dai,
Qideng Tang,
Wubin Ma
et al.
Abstract:Entity resolution (ER), which aims to identify whether data records from various sources refer to the same real-world entity, is a crucial part of data integration systems. Traditional ER solutions assumes that data records are stored in relational tables with an aligned schema. However, in practical applications, it is common that data records to be matched may have different formats (e.g., relational, semi-structured, or textual types). In order to support ER for data records with varying formats, Generalize… Show more
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