Introduction Previous methods to evaluate word embeddings intrinsiclly (e.g. WordSim-353, SimLex-999, word analogy task) ignore the context and treat words in isolation. This paper proposes a dataset CoSimLex to evaluate the ability of word embeddings that reflect similarity judgements in context and answer the following question: How well do word embeddings model the effects that context has on word meaning? CoSimLex is used as the … Continue reading Paper Reading: CoSimLex: A Resource for Evaluating Graded Word Similarity in Context