Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model
Carina Negreanu, Alperen Karaoglu, Jack Marvin Williams, Shuang Chen, Daniel Fabian, Andrew Gordon, Chin-Yew Lin · Companion Proceedings of the Web Conference 2022 · 2022
Row completion is the task of augmenting a given table of text and numbers with additional, relevant rows. The task divides into two steps: subject suggestion, the task of populating the main column; and gap filling, the task of populating the remaining columns. We present state-of-the-art results for subject suggestion and gap filling measured on a standard benchmark (WikiTables).