(Yet another) intro to word2vec

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Milan Rezac · Aquitaine Europe Communication

Abstract

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 background of UDL Prince's 2024 Understanding deep learning, and MML: Deisenroth et al.'s 2020 Mathematics for machine learning.

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Published in: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.18874268

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(Yet another) intro to word2vec

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Abstract

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Publication Details