Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models

ACL 2020 Pia Sommerauer

What do powerful models of word mean- ing created from distributional data (e.g. Word2vec (Mikolov et al., 2013) BERT (Devlin et al., 2019) and ELMO (Peters et al., 2018)) represent? What causes words to be similar in the semantic space?.. (read more)

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