What brings more meaning to a sentence: a noun or a verb? Improving text representation based on word embeddings by part-of-speech weighting

Piotr Sobecki, Daniel Karaś, Martyna Śpiewak

2021 W: Legal and technical aspects of artificial intelligence / red. Luigi Lai, Marek Świerczyński. - Warszawa : Uniwersytet Kardynała Stefana Wyszyńskiego w Warszawie. - s. 349-359

https://opi.org.pl/opi_publication/what-brings-more-meaning-to-a-sentence-a-noun-or-a-verb-improving-text-representation-based-on-word-embeddings-by-part-of-speech-weighting/