This paper examines the calculation of the similarity between words in English using word
representation techniques. Word2Vec is a model used in this paper to represent words into …

Lexical ambiguity is pervasive in language, and often systematic. For instance, the Spanish
word dedo can refer to a toe or a finger, that is, these two meanings colexify in Spanish; and …

Distributed language representation has become the most widely used technique for
language representation in various natural language processing tasks. Most of the natural …

With accelerated advancement of web 2.0, developers generally describe the functionality of
services in short natural text. Keyword-based searching techniques are not an efficient way …

For many natural language processing applications, estimating similarity and relatedness
between words are key tasks that serve as the basis for classification and generalization …

Word embeddings are widely used for diverse applications in natural language processing.
Despite extensive research, it is unclear when they succeed or fail to capture human …

Distributed language representation has become the most widely used technique for
language representation in various natural language processing tasks. Most of the natural …

Modern software development is heavily reliant on Open Source. It saves time and money,
but, as any other non-commercial software, it comes on as-is basis. If not properly …

Abstract Language, like other natural sequences, exhibits statistical dependencies at a wide
range of scales as discussed by Lin and Tegmark (2017). However, many statistical learning …

Semantic knowledge about concepts has been argued to be organized in two different ways:
based on shared features (taxonomic) or based on co-occurrence in common scenes …