https://github.com/theamrzaki/text_summurization_abstractive_methods

Multiple implementations for abstractive text summurization , using google colab

abstractive-text-summarization ai artificial-intelligence deep-learning deeplearning encoder-decoder google-colab google-colaboratory machine-learning machinelearning nlp pointer-generator policy-gradient reinforcement-learning rnn seq2seq tensorflow text-summarization word2vec

Last synced: 14 May 2025

https://github.com/santosh-gupta/scientificsummarizationdatasets

Datasets I have created for scientific summarization, and a trained BertSum model

bert bertsum dataset extractive-summarization pointer-generator summarization tensor2tensor transformer

Last synced: 30 Apr 2025

https://github.com/AIKevin/Pointer_Generator_Summarizer

Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.

abstractive-summarization artificial-intelligence attention-mechanism deep-learning encoder-decoder natural-language-generation natural-language-processing neural-networks pointer-generator python3 rnn rnn-tensorflow seq2seq summarization tensorflow

Last synced: 21 Sep 2025

https://github.com/shengqiangzhang/transformer-pointer-generator-for-english-dataset

An Abstractive Summarization(for Datasets in English format) Implementation with Transformer and Pointer-generator

copy copy-mechanism english-datasets pointer-generator pointer-networks transformer

Last synced: 08 Jul 2025

https://github.com/julesbelveze/text-summarizer

Text Summarizer implemented in PyTorch

attention-mechanism attention-seq2seq nlp pointer-generator pytorch seq2seq text-summarization

Last synced: 23 Apr 2025

https://github.com/dai-wenxun/pointer-generator-networks

Pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

nlp pointer-generator pytorch-implementation seq2seq summarization

Last synced: 13 Apr 2025

https://github.com/andreykolomiets/news_headline_generation

Генерация новостных заголовков

abstractive-summarization byte-pair-encoding pointer-generator pytorch reinforce summarization summatization

Last synced: 30 Oct 2025

https://github.com/ecly/pointer_summarization

Code for Master's Thesis on 'Neural Automatic Summarization' written at the IT University of Copenhagen

abstractive-summarization master-thesis nlp pointer-generator python3 pytorch summarization

Last synced: 28 Jul 2025

https://github.com/kawaijoe/explore-text-sum

ai lex-rank lexrank nlp nlp-machine-learning pointer-generator pointer-generator-network rouge rouge-evaluation rouge-metric seq2seq seq2seq-model summarization text text-rank textrank

Last synced: 23 Apr 2025

https://github.com/emingure/text-summarization

Pointer-Generator Networks with Different Word Embeddings for Abstractive Summarization

cnn-dailymail embeddings pointer-generator text-summarization

Last synced: 16 May 2025

https://github.com/ecly/see_et_al_2017_rouge

Recalculating ROUGE scores for See et al. (2017) test outputs.

pointer-generator rouge rouge-evaluation

Last synced: 20 Jun 2025