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text_classification - all kinds of text classificaiton models and more with deep learning
the purpose of this repository is to explore text classification methods in NLP with deep learning. sentence similarity project has been released you can check it if you like.
classification nlp fasttext textcnn textrnn tensorflow multi-label multi-class attention-mechanism text-classification convolutional-neural-networks sentence-classification memory-networksPaperRobot - Code for PaperRobot: Incremental Draft Generation of Scientific Ideas
You can click the following links for detailed installation instructions. PubMed Paper Reading Dataset This dataset gathers 14,857 entities, 133 relations, and entities corresponding tokenized text from PubMed. It contains 875,698 training pairs, 109,462 development pairs, and 109,462 test pairs.
nlp text-generation pytorch generation datasets natural-language-generation attention-mechanism memory-networks end-to-end-learning paper-generationmemn2n - End-To-End Memory Network using Tensorflow
Implementation of End-To-End Memory Networks with sklearn-like interface using Tensorflow. Tasks are from the bAbl dataset. These files are also a good example of usage.
memory-networks tensorflow nlp
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