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DomainNet: Homograph Detection for Data Lake Disambiguation [article]

Aristotelis Leventidis, Laura Di Rocco, Wolfgang Gatterbauer, Renée J. Miller, Mirek Riedewald
2021 arXiv   pre-print
While word and entity disambiguation have been well studied in computational linguistics, data management and data science, we show that data lakes provide a new opportunity for disambiguation of data  ...  We study a problem of disambiguation in data lakes: how can we determine if a data value occurring more than once in the lake has different meanings and is therefore a homograph?  ...  DISAMBIGUATION USING DOMAINNET We now present our proposed solution, DomainNet 1 , for finding homographs in a data lake.  ... 
arXiv:2103.09940v2 fatcat:qqowvyzcy5bqjewe6a7arftrbm