Kian Kenyon-Dean – Medium

Kian Kenyon-Dean

Kian Kenyon-Dean
in
BMO AI

Toward a Deeper Understanding of Word Embeddings

A walk through two 2020 NLP conference papers.

Dec 17, 2020

Toward a Deeper Understanding of Word Embeddings

Dec 17, 2020

Kian Kenyon-Dean
in
Superlinear

A simple solution to a big problem in Belgian natural language processing

I.e., how to deal with those pesky “hottentottencircustentententoonstellingen”

Feb 17, 2020

A simple solution to a big problem in Belgian natural language processing

Feb 17, 2020

Kian Kenyon-Dean
in
Superlinear

Unifying Word Embeddings and Matrix Factorization — Part 3

Implementing Word2vec as matrix factorization… in TensorFlow 2.0!

Jun 24, 2019

Unifying Word Embeddings and Matrix Factorization — Part 3

Jun 24, 2019

Kian Kenyon-Dean
in
Superlinear

Unifying Word Embeddings and Matrix Factorization — Part 2

Finding the true explicit matrix factorization formulation of Word2vec.

Apr 8, 2019

Unifying Word Embeddings and Matrix Factorization — Part 2

Apr 8, 2019

Kian Kenyon-Dean
in
Superlinear

Unifying Word Embeddings and Matrix Factorization — Part 1

The problems of viewing Word2vec as a neural network, and reviewing Levy & Goldberg’s attempted solution.

Feb 27, 2019

Unifying Word Embeddings and Matrix Factorization — Part 1

Feb 27, 2019

Kian Kenyon-Dean

Kian Kenyon-Dean

NLP & DL; Master’s in Computer Science from McGill/Mila; AI Developer @ Bank of Montreal’s AI Capabilities Team

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