Sudowoodo: Contrastive Self-supervised Learning for Data Integration Applications
Machine Learning is playing an increasingly important role in data integration tasks such as entity matching, data cleaning, and table annotation. Recently the research advances of pre-trained language models (LM) have been widely adopted in data integration tasks which achieved state-of-the-art performance. However, existing learning-based solutions still suffer from two…
Sudowoodo: Contrastive Self-supervised Learning for Data Integration Applications Machine Learning is playing an increasingly important role in data integration tasks such as entity matching, data cleaning, and table annotation. Recently the research advances of pre-trained language models (LM) have been widely adopted in data integration tasks which achieved state-of-the-art performance. However, existing learning-based solutions still suffer from two… nlp
Sudowoodo Contrastive Selfsupervised Learning Data Integration Applications Machine Learning playing increasingly important role data integration task entity matching data cleaning table annotation Recently research advance pretrained language model LM widely adopted data integration task achieved stateoftheart performance However existing learningbased solution still suffer two… nlp