Nnsum
An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarization" (https://arxiv.org/abs/1810.12343).
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| 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. | ||||||||||
| Nnsum | 88 | 4 years ago | 7 | Python | ||||||
| An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarization" (https://arxiv.org/abs/1810.12343). | ||||||||||
| Summarizing_summarization | 68 | 4 years ago | ||||||||
| We summarize the summarization papers presented at major conferences (starting with ACL 2019) | ||||||||||
| Textrank_demo | 52 | 3 years ago | mit | HTML | ||||||
| A simple website demonstrating TextRank's extractive summarization capability. | ||||||||||
| 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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Python
Encoder
Recurrent Neural Networks
Embeddings
Summarization