984 citations · 3.3k across the 41 of their papers we have counts for
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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-…
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…
Learning Distributed Representations of Sentences from Unlabelled Data
Felix Hill, Kyunghyun Cho, Anna Korhonen
Unsupervised methods for learning distributed representations of words are ubiquitous in today's NLP research, but far less is known about the best ways to learn distributed phrase…