Unaligned Message-Passing and Contextualized-Pretraining for Robust Geo-Entity Resolution
Geo-entity resolution involves linking records that refer to the same entities across different spatial datasets, which underpins location-based services. Given the varying quality of geo-data, this task is known to be challenging, as directly comparing the semantic-centric representations of two en…