pointer-generator

There are 1 repository under pointer-generator topic.

yaserkl / RLSeq2Seq
Deep Reinforcement Learning For Sequence to Sequence Models
reinforcement-learning actor-critic policy-gradient abstractive-text-summarization pointer-generator nlp
Language:Python 761
theamrzaki / text_summurization_abstractive_methods
Multiple implementations for abstractive text summurization , using google colab
tensorflow deeplearning nlp machine-learning deep-learning seq2seq rnn ai artificial-intelligence encoder-decoder google-colab google-colaboratory word2vec text-summarization pointer-generator machinelearning abstractive-text-summarization reinforcement-learning policy-gradient
Language:Jupyter Notebook 518
xiongma / transformer-pointer-generator
A Abstractive Summarization Implementation with Transformer and Pointer-generator
tensorflow nlp abstractive-summarization transformer pointer-generator
Language:Python 393
Santosh-Gupta / ScientificSummarizationDataSets
Datasets I have created for scientific summarization, and a trained BertSum model
summarization bertsum transformer bert extractive-summarization dataset tensor2tensor pointer-generator
Language:Jupyter Notebook 114
xueyouluo / my_seq2seq
My seq2seq based on tensorflow
seq2seq beam-search attention decoder pointer-generator tensorflow seq2seq-model copynet multi-layer-rnn encoder
Language:Python 70
laihuiyuan / pointer-generator
The pytorch implementation of Get To The Point: Summarization with Pointer-Generator Networks.
pointer-generator pytorch text-summarization seq2seq attention-mechanism transformer
Language:Python 46
jiminsun / pointer-generator
Pytorch implementation of the ACL paper 'Get To The Point: Summarization with Pointer-Generator Networks (See et al., 2017)', adapted to a Korean dataset
summarization pytorch nlp seq2seq pointer-generator
Language:Python 31
wyu-du / GP-VAE
This repository contains the data and code for the paper "Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors" (SPNLP@ACL2022)
variational-autoencoder gaussian-processes text-generation t5-model pointer-generator lstm transformer style-transfer paraphrase-generation
Language:Python 24
AIKevin / Pointer_Generator_Summarizer
Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.
pointer-generator deep-learning encoder-decoder rnn rnn-tensorflow summarization attention-mechanism seq2seq abstractive-summarization python3 tensorflow artificial-intelligence neural-networks natural-language-processing natural-language-generation
Language:Python 16
Developer-Zer0 / Get-To-The-Point-Summarization-with-Pointer-Generator-Networks
Pytorch implementation of Get To The Point: Summarization with Pointer-Generator Networks (2017) by Abigail See et al.
pytorch pointer-generator abstractive-text-summarization
Language:Jupyter Notebook 14
shengqiangzhang / transformer-pointer-generator-for-english-dataset
An Abstractive Summarization(for Datasets in English format) Implementation with Transformer and Pointer-generator
transformer pointer-generator english-datasets pointer-networks copy copy-mechanism
Language:Python 12
talha1503 / Get-To-The-Point-Summarization-with-Pointer-Generator-Networks
Pytorch implementation of Get To The Point: Summarization with Pointer-Generator Networks (2017) by Abigail See et al.
abstractive-summarization pointer-generator pytorch
Language:Jupyter Notebook 12
JulesBelveze / text-summarizer
Text Summarizer implemented in PyTorch
pytorch seq2seq attention-seq2seq attention-mechanism pointer-generator nlp text-summarization
Language:Python 11
Dai-Wenxun / Pointer-Generator-Networks
Pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
nlp summarization seq2seq pointer-generator pytorch-implementation
Language:Python 8
vcccaat / nlp
Text summarization methods introduction
text-summarization natural-language-processing sentiment-analysis pointer-generator seq2seq attention financial-news pretrain-model
Language:Jupyter Notebook 6
AndreyKolomiets / News_Headline_Generation
Генерация новостных заголовков
summatization pytorch abstractive-summarization summarization pointer-generator byte-pair-encoding reinforce
Language:Python 5
carlos9310 / pointer-generator
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
tensorflow copy seq2seq text-summarization coverage pointer-generator
Language:Python 5
ishalyminov / copy_seq2seq
An Implementation of Copy Seq2Seq
seq2seq tensorflow pointer-network pointer-generator copy-seq2seq neural-network deep-learning generative-model
Language:Python 5
ecly / pointer_summarization
Code for Master's Thesis on 'Neural Automatic Summarization' written at the IT University of Copenhagen
pointer-generator summarization master-thesis pytorch nlp python3 abstractive-summarization
Language:Python 4
harshavkumar / pointer_generator_model
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 textsum-google-tensorflow summarization tensorflow extractive
Language:Python 3
kawaijoe / explore-text-sum
text summarization seq2seq seq2seq-model pointer-generator pointer-generator-network textrank text-rank lexrank lex-rank rouge rouge-metric rouge-evaluation nlp nlp-machine-learning ai
Language:Python 3
nala-cub / g2p-pgt
Code implementation for the Paper "Making a Point: Pointer-Generator Transformers for Disjoint Vocabularies" (https://www.aclweb.org/anthology/2020.aacl-srw.13.pdf).
grapheme-to-phoneme morphology nlp nlp-machine-learning transformer pointer-generator deep-learning pointer-generator-network
Language:Python 3
shouryashashank / abstract-summary
Corner stone seq2seq with attention (using bidirectional ltsm )
tensorflow deeplearning nlp machine-learning seq2seq deep-learning rnn encoder-decoder word2vec text-summarization pointer-generator abstractive-text-summarization
Language:Jupyter Notebook 3
davidmrau / IR2
Towards more abstractive text summarization with Pointer-Generator Networks
nlp nlp-machine-learning pointer-generator pytorch text-summarization
Language:Python 1
Digby-L / UCL-NLP-Project-PointerGAN
UCL Statistical Natural Language Process Group Project. Text summarization with Seq-2-seq, pointer generator, SeqGAN and PointerGAN.
nlp seq2seq text-summarization pointer-generator reinforcement-learning
Language:Jupyter Notebook 1
elingaard / pointer-generator
Tensorflow 2.0 implementation of the Pointer-Generator network from the "Get to the Point" article (https://arxiv.org/abs/1704.04368)
sequence-to-sequence pointer-generator attention-mechanism natural-language-processing tensorflow2
Language:Python 0
sajithm / text_summarization_lstm_gru
# Comparing the performance of LSTM and GRU for Text Summarization using Pointer Generator Networks
gru lstm pointer-generator text-summarization tensorflow2
Language:Python 0
soumye / Text-Summarization
Text Summarization using Residual Logarithmic LSTMs
deep-learning nlp summarization seq2seq residual-networks pytorch pointer-generator
Language:Python 0
ecly / see_et_al_2017_rouge
Recalculating ROUGE scores for See et al. (2017) test outputs.
pointer-generator rouge rouge-evaluation
Language:Perl
emingure / text-summarization
Pointer-Generator Networks with Different Word Embeddings for Abstractive Summarization
text-summarization pointer-generator embeddings cnn-dailymail
Language:Python

pointer-generator

yaserkl / RLSeq2Seq

theamrzaki / text_summurization_abstractive_methods

xiongma / transformer-pointer-generator

Santosh-Gupta / ScientificSummarizationDataSets

xueyouluo / my_seq2seq

laihuiyuan / pointer-generator

jiminsun / pointer-generator

wyu-du / GP-VAE

AIKevin / Pointer_Generator_Summarizer

Developer-Zer0 / Get-To-The-Point-Summarization-with-Pointer-Generator-Networks

shengqiangzhang / transformer-pointer-generator-for-english-dataset

talha1503 / Get-To-The-Point-Summarization-with-Pointer-Generator-Networks

JulesBelveze / text-summarizer

Dai-Wenxun / Pointer-Generator-Networks

vcccaat / nlp

AndreyKolomiets / News_Headline_Generation

carlos9310 / pointer-generator

ishalyminov / copy_seq2seq

ecly / pointer_summarization

harshavkumar / pointer_generator_model

kawaijoe / explore-text-sum

nala-cub / g2p-pgt

shouryashashank / abstract-summary

davidmrau / IR2

Digby-L / UCL-NLP-Project-PointerGAN

elingaard / pointer-generator

sajithm / text_summarization_lstm_gru

soumye / Text-Summarization

ecly / see_et_al_2017_rouge

emingure / text-summarization