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7 search results found

Named Entity Recognition With Bidirectional Lstm Cnns ⭐ 241

Named-Entity-Recognition-with-Bidirectional-LSTM-C

Keras Fake News Generator And Detector ⭐ 17

Fake news generator and detector using keras

Pos Tagging Bilstm Crf ⭐ 16

A Tensorflow 2, Keras implementation of POS tagging using Bidirectional LSTM-CRF on Penn Treebank corpus (WSJ)

Sentiment Analysis For Product Reviews ⭐ 9

Sentiment Analysis using LSTM cells on Recurrent Networks. GloVe word embeddings were used for vector representation of words. Amazon Product Reviews were used as Dataset.

Word Sense Disambiguation Using Bidirectional Lstm ⭐ 7

Readingcomprehension ⭐ 7

Bi-Directional Attention Flow for Machine Comprehensions

Analysing Imdb Reviews Using Glove And Lstm ⭐ 6

Using the IMDB data found in Keras here a few algorithms built with Keras. The source code is from Francois Chollet's book Deep learning with Python. The aim is to predict whether a review is positive or negative just by analyzing the text. Both self-created as well as pre-trained (GloVe) word embeddings are used. Finally there's a LSTM model and the accuracies of the different algorithms are compared. For the LSTM model I had to cut the data sets of 25.000 sequences by 80% to 5.000, since my l

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