List of works - Tomáš Mikolov

A Roadmap towards Machine Intelligence

academic article

Advances in Pre-Training Distributed Word Representations ⬇️

scientific article published on 26 December 2017

Bag of Tricks for Efficient Text Classification ⬇️

scientific article (publication date: 9 August 2016)

DeViSE: a deep visual-semantic embedding model ⬇️

scientific article published in December 2013

Distributed Representations of Sentences and Documents ⬇️

scientific article

Distributed Representations of Words and Phrases and their Compositionality ⬇️

computer science journal article

Efficient Estimation of Word Representations in Vector Space ⬇️

machine learning article, 2013

Enriching Word Vectors with Subword Information ⬇️

scientific article (publication date: 15 July 2016)

Fast Linear Model for Knowledge Graph Embeddings ⬇️

scientific article published on 30 October 2017

FastText.zip: Compressing text classification models ⬇️

scientific article (publication date: 12 December 2016)

Google analogy test set ⬇️

dataset developed by Mikolov et al. 2013

Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets ⬇️

Learning Simpler Language Models with the Differential State Framework

scientific article published on 28 September 2017

Learning Word Vectors for 157 Languages ⬇️

scientific article published on 19 February 2018

Linguistic Regularities in Continuous Space Word Representations ⬇️

scientific article (publication date: June 2013)

Recurrent neural network based language model