id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
elm-5379	Soper, Elizabeth; Koenig, Jean-Pierre	Modeling the Role of Polysemy in Verb Categorization	2023	10	.pdf	application/pdf	4767	314	54	Previous work using word embeddings to model semantic categorization has treated semantic categorization as categorization of word types, rather than word senses. We evaluate three methods of extracting embeddings from the contextual BERT model: two baseline methods, which create one representation per word form, and a multi-prototype method which generates one representation per word sense.	cache/elm-5379.pdf	txt/elm-5379.txt