Text Summarization
Jupyter notebooks for text summarization using Deep Learning techniques
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Nlp Models Tensorflow | 1,329 | 4 years ago | 3 | mit | Jupyter Notebook | |||||
| Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0 | ||||||||||
| Scitldr | 631 | 2 years ago | 11 | apache-2.0 | Python | |||||
| Bigbird | 433 | 2 years ago | 25 | apache-2.0 | Python | |||||
| Transformers for Longer Sequences | ||||||||||
| Abstractive Summarization With Transfer Learning | 387 | a year ago | 30 | Python | ||||||
| Abstractive summarisation using Bert as encoder and Transformer Decoder | ||||||||||
| Seq2seq Summarizer | 259 | 5 years ago | 10 | mit | Python | |||||
| Pointer-generator reinforced seq2seq summarization in PyTorch | ||||||||||
| Deep Summarization | 126 | 6 years ago | 5 | mit | Python | |||||
| Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews | ||||||||||
| Abstractive Summarization | 113 | 4 years ago | 1 | mit | Jupyter Notebook | |||||
| Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention. | ||||||||||
| Li_emnlp_2017 | 51 | 6 years ago | 5 | Python | ||||||
| Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet | ||||||||||
| Bidirectiona Lstm For Text Summarization | 49 | 6 years ago | 6 | mit | Python | |||||
| A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project) | ||||||||||
| Bert Abstractive Text Summarization | 36 | 3 years ago | 9 | Python | ||||||
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Jupyter Notebook
Decoder
Encoder
Embeddings
Summarization
Text Summarization