268 citations · 662 across the 69 of their papers we have counts for
4 papers · 1 filter
Survey on the Use of Typological Information in Natural Language Processing
Helen O'Horan, Yevgeni Berzak, Ivan Vulić +2
In recent years linguistic typology, which classifies the world's languages according to their functional and structural properties, has been widely used to support multilingual NL…
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity
Daniela Gerz, Ivan Vulić, Felix Hill +2
Verbs play a critical role in the meaning of sentences, but these ubiquitous words have received little attention in recent distributional semantics research. We introduce SimVerb-…
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations
Ivan Vulić, Roy Schwartz, Ari Rappoport +2
This paper is concerned with identifying contexts useful for training word representation models for different word classes such as adjectives (A), verbs (V), and nouns (N). We int…
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment
Ivan Vulić, Daniela Gerz, Douwe Kiela +2
We introduce HyperLex - a dataset and evaluation resource that quantifies the extent of of the semantic category membership, that is, type-of relation also known as hyponymy-hypern…