Paper Reading: CoSimLex: A Resource for Evaluating Graded Word Similarity in Context

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

Common Knowledge Base

Recently, I read a lot of papers making use of Wikipedia and also other different knowledge bases. Therefore, I collect some common ones which may be helpful for future use. ConceptNet ConceptNet is a semantic network containing lots of things computers should know about the world, especially when understanding text written by people. WordNet a lexical knowledge base of about 25,000 words grouped into an … Continue reading Common Knowledge Base