(Yet another) intro to word2vec

HAL 2026 Open access

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Authors: Milan Řezáč
DOI: 10.5281/zenodo.18874268
Cited by: 0

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.

Fields of Study & Subjects

Topic Modeling Natural Language Processing Techniques Neural Networks and Applications

Publication details

Journal / source
HAL
Publication date
5 March 2026
Language
EN