Popular GitHub Repositories for Bi Lstm

Named Entity Recognition (LSTM + CRF) - Tensorflow

A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)

文本分类， 双向lstm + attention 算法

See http://github.com/onurgu/joint-ner-and-md-tagger This repository is basically a Bi-LSTM based sequence tagger in both Tensorflow and Dynet which can utilize several sources of information about each word unit like word embeddings, character based embeddings and morphological tags from an FST to obtain the representation for that specific word unit.

Keras implementation of path-based link prediction model for knowledge graph completion

handwritten word recognition with IAM dataset using CNN-Bi-LSTM and Bi-GRU implementation.

Automated Sleep Stage Scoring using Deep Learing

Implement RNNs by PyTorch for automatic POS tagging

Synthetic Data Generation by Bi-LSTM Algorithm

NLP Project - Sentence Classification - Toxicity- Approx 20,000 comments - ranging from 2 to 30 words. Balanced Data Set. 1. Traditional, pre-2010 NLP and ML techniques used. 2. Dense Word Vectors - w2v & Glove, sentence vector created from averaged word vectors, ANN. 3. Glove combined with bi-LSTMs and 2D Convs.

Neural sentence embedding using only in-domain sentences for out-of-domain sentence detection in dialog systems