NLP

Deep Learning for NLP: Word2Vec, Doc2Vec, and Top2Vec Demystified

A Comprehensive Guide to Word2Vec, Doc2Vec, and Top2Vec for Natural Language Processing

Pratyush Khare
8 min readApr 1, 2023

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In recent years, the field of natural language processing (NLP) has seen tremendous growth, and one of the most significant developments has been the advent of word embedding techniques. Word embeddings are vector representations of words in a high-dimensional space that capture the semantics and context of words. Word embeddings have found…

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Pratyush Khare

Data scientist, tech buff, student-for-life, loves building AI/ML platforms/solutions, drawing insights from data.