Diane Khambu·Sep 12Word Vectorization and Embeddings with the Skip-Gram ModelIt’s kind of intriguing to see words represented as numbers. What if I told you those digits are just indices of a lookup table in a…
Bing·Jan 2Lookback (1) — The First Time Words Became Trainable VectorsIn 2003, long before deep learning became a mainstream term and more than a decade before transformers, Yoshua Bengio and collaborators…
Florencia Vela·May 21, 2024Introduction to Word Vectorization and Cosine Similarity in NLPIn Natural Language Processing (NLP), word vectorization has become essential for teaching machines to understand human language. This…
Varun Arora·Feb 22, 2024What Are the Common Word Vectorization Techniques?You must have heard the term- word vectorization, but what exactly is it, and why is it a buzzword in the language of machines and data…
