Top 4 bi-lstm open source projects

Named Entity Recognition (LSTM + CRF) - Tensorflow

✭ 1,889

python Makefile tensorflow named-entity-recognition ner crf glove conditional-random-fields bi-lstm state-of-art characters-embeddings

LearningMetersPoems

Official repo of the article: Yousef, W. A., Ibrahime, O. M., Madbouly, T. M., & Mahmoud, M. A. (2019), "Learning meters of arabic and english poems with recurrent neural networks: a step forward for language understanding and synthesis", arXiv preprint arXiv:1905.05700

✭ 18

Jupyter Notebook python deep-learning dnn lstm gru natural-language-understanding arabic-poetry bi-lstm bi-gru english-poetry

ner-tagger-dynet

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 wor…

✭ 23

sed python shell perl Jupyter Notebook awk tensorflow named-entity-recognition neural-networks reimplementation dynet sequence-tagger bi-lstm

BiLSTM-and-CNN-for-Link-Prediction

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

✭ 17

python shell tensorflow keras cnn knowledge-graph lstm convolutional-neural-networks knowledge-graph-completion bi-lstm knowledge-graph-embeddings lstm-cnn

1-4 of 4 bi-lstm projects