glove-embeddings topic
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
WordEmbeddings-Elmo-Fasttext-Word2Vec
Using pre trained word embeddings (Fasttext, Word2Vec)
spanish-word-embeddings
Spanish word embeddings computed with different methods and from different corpora
GloVe-as-a-TensorFlow-Embedding-Layer
Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, redu...
Review_aspect_extraction
CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging
pytorch-seq2seq-example
Fully batched seq2seq example based on practical-pytorch, and more extra features.
GloVe-experiments
GloVe word vector embedding experiments (similar to Word2Vec)
GloVe-PyTorch
[not maintained anymore] [for study purpose] A simple PyTorch implementation for "Global Vectors for Word Representation".
Sentiment-Analysis-for-product-reviews
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.
overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification
NLP tutorial