kevinpulido89 / NLP

NLP related code.

NLP

NLP related code

MeLi_Challenge

Challenge based on the Mercadolibre dataset published on 2019-2

Visit https://ml-challenge.mercadolibre.com/ for more details.

Solutions availiable here:

• Fully Connected Neural Networks (FastText- SIF - 3 ANN) Performance of 79% on accuracy.
• Recurrent Neural Networks (keras embedding, lstm, bi-lstm, gru, bi-gru) Performance of 81% on accuracy.

Keywords: keras, fcnn, rnn, lstm, gru, leakyrelu, selu, relu, , gelu, fasttext, sif, mercadolibre, bilstm, bigru

BETO para resumen de texto en Español (BERT-like approach for text summmarization)

Ejemplos de clasificación con modelo(s) BERT y BERT-like (BETO)