Pointer_generator_summarizer
Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.
| 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 | ||||||||||
| Bigbird | 433 | 2 years ago | 25 | apache-2.0 | Python | |||||
| Transformers for Longer Sequences | ||||||||||
| Neural Summary Tensorflow | 276 | 7 years ago | 2 | Python | ||||||
| In progress | ||||||||||
| Seq2seq Summarizer | 259 | 5 years ago | 10 | mit | Python | |||||
| Pointer-generator reinforced seq2seq summarization in PyTorch | ||||||||||
| Neural Summ Cnndm Pytorch | 194 | 2 years ago | 4 | mit | Python | |||||
| Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail | ||||||||||
| 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. | ||||||||||
| Sa Papers | 108 | 6 years ago | ||||||||
| 📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢 | ||||||||||
| Convolutional Attention | 100 | 8 years ago | 2 | bsd-3-clause | HTML | |||||
| Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper | ||||||||||
| Abstractive Text Summarization | 99 | 6 years ago | 3 | Jupyter Notebook | ||||||
| PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper. | ||||||||||
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Python
Deep Learning
Tensorflow
Artificial Intelligence
Natural Language Processing
Neural Network
Attention
Recurrent Neural Networks
Sequence To Sequence
Summarization
Attention Mechanism
Encoder Decoder
Natural Language Generation