Sherlock: A Deep Learning Approach to Semantic Data Type Detection
© 2019 Copyright held by the owner/author(s). Publication rights licensed to ACM. Correctly detecting the semantic type of data columns is crucial for data science tasks such as automated data cleaning, schema matching, and data discovery. Existing data preparation and analysis systems rely on dicti...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Association for Computing Machinery (ACM)
2021
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| Online Access: | https://hdl.handle.net/1721.1/132281 |