An Implementation of Copy Seq2Seq
-
Updated
Feb 1, 2018 - Python
An Implementation of Copy Seq2Seq
My seq2seq based on tensorflow
Text Summarization using Residual Logarithmic LSTMs
Towards more abstractive text summarization with Pointer-Generator Networks
Recalculating ROUGE scores for See et al. (2017) test outputs.
The pointer-generator network does a better job at copying words from the source text. Additionally it also is able to copy out-of-vocabulary words allowing the algorithm to handle unseen words even if the corpus has a smaller vocabulary.
Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.
Datasets I have created for scientific summarization, and a trained BertSum model
resources for the paper 'Get To The Point: Summarization with Pointer-Generator Networks' with python3.x. overview on the post http://www.abigailsee.com/2017/04/16/taming-rnns-for-better-summarization.html or
Text Summarizer implemented in PyTorch
Corner stone seq2seq with attention (using bidirectional ltsm )
Pytorch implementation of Get To The Point: Summarization with Pointer-Generator Networks (2017) by Abigail See et al.
Pytorch implementation of Get To The Point: Summarization with Pointer-Generator Networks (2017) by Abigail See et al.
Text summarization methods introduction
Multiple implementations for abstractive text summurization , using google colab
Code implementation for the Paper "Making a Point: Pointer-Generator Transformers for Disjoint Vocabularies" (https://www.aclweb.org/anthology/2020.aacl-srw.13.pdf).
An Abstractive Summarization(for Datasets in English format) Implementation with Transformer and Pointer-generator
Tensorflow 2.0 implementation of the Pointer-Generator network from the "Get to the Point" article (https://arxiv.org/abs/1704.04368)
A Abstractive Summarization Implementation with Transformer and Pointer-generator
Add a description, image, and links to the pointer-generator topic page so that developers can more easily learn about it.
To associate your repository with the pointer-generator topic, visit your repo's landing page and select "manage topics."