no code implementations • 29 Mar 2021 • Vishwani Gupta, Katharina Beckh, Sven Giesselbach, Dennis Wegener, Tim Wirtz
We find that our approach is agnostic to concept drifts, i. e. the machine learning task is independent of the hypotheses in a text.
no code implementations • WS 2019 • Vishwani Gupta, Sven Giesselbach, Stefan R{\"u}ping, Christian Bauckhage
Word-based embedding approaches such as Word2Vec capture the meaning of words and relations between them, particularly well when trained with large text collections; however, they fail to do so with small datasets.