Example of using word2vec A common test of language competence is to identify a word which doesn't belong in a list with several other words. As an example, in the list: car, boat, plane, train, ...

(Yet another) intro to Word2Vec This is a basic implementation in Python + NumPy Word2Vec from sections 1-2 of Rong 2016 "word2vec Parameter Learning Explained" and notes on the underlying math on the ...

Delving into the heart of recent developments in natural language processing (NLP), this investigation explores the transformative impact of Word2Vec. Unveiling the principles, architectural ...

Motivated by this deficiency, this paper presents a Word2Vec extension for incorporating domain-specific labels. The goal is to improve the ability to differentiate between embeddings of words ...

Detecting vulnerabilities within compiled binaries is challenging due to lost high-level code structures and other factors such as architectural dependencies, compilers, and optimization options. To ...

This is part 1/2 for training word embeddings. In this part, we only understand the theory behind training word embeddings. In the next part, we will code the same in python.