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ECO research
Titel
URL
Type
Depenencies / Framework
Working?
Status
Keras LSTM Example
https://github.com/fchollet/keras/blob/master/examples/lstm_text_generation.py
LSTM
, sampling with seed
Keras, Python2.7
Yes
experimenting
Grammar check and correct
https://pypi.python.org/pypi/grammar-check/
simple python, grammar auto-correct
python 2.7
Yes
working, in git
Neural Conversational Model in Torch
https://github.com/macournoyer/neuralconvo
LSTMs, chatbot
torch
Not for us, needs to be trained on very specific dataset
http://www.mpi-sws.org/~cristian/Cornell_Movie-Dialogs_Corpus.html
Text Similarity Measurement using Convolutional Neural Networks
https://github.com/hohoCode/textSimilarityConvNet
text-retrieval
https://github.com/ml4a/ml4a-guides/blob/master/notebooks/text-retrieval.ipynb
Neural network toolkit for Python
http://theanets.rtfd.org
https://github.com/lmjohns3/theanets
TextualReconstructor
https://github.com/BarakOshri/TextualReconstructor
Training autoencoders to reconstruct text to generate valuable summarizations of sentences or paragraphs
https://cs224d.stanford.edu/reports/OshriBarak.pdf
Stanford... should be good
Recurrent Neural Network that predicts word-by-word
https://github.com/larspars/word-rnn
was used for
https://larseidnes.com/2015/10/13/auto-generating-clickbait-with-recurrent-neural-networks/
Sent2Vec encoder and training code from the paper
"Skip-Thought
Vectors"
https://github.com/ryankiros/skip-thoughts
GloVe model for distributed word representation
https://github.com/stanfordnlp/GloVe
neural-storyteller
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neural-storyteller