nmwnn

equalization

allennlp

An open-source NLP research library, built on PyTorch.

textdistance

📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

BertSum

Code for paper Fine-tune BERT for Extractive Summarization

ScientificSummarizationDataSets

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

BERT-Transformer-for-Summarization

A BERT-Transformer network for abstractive text summarization

Abstractive-Summarization-With-Transfer-Learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

fairseq-lua

Facebook AI Research Sequence-to-Sequence Toolkit

Generating_Text_Summary_With_GPT2

A simple approach to use GPT2-medium (345M) for generating high quality text summaries with minimal training.

GPT2-Summary

基于GPT2的中文摘要生成模型

Seq2seq

seq2seq model , Bytecup2018, text Neural Headline Generation (NHG)，rank 4/1066

TransformerTextSummarization

基于Transformer的生成式文本摘要

pointer-generator-pytorch

implementation pointer-generator-network by pytorch and python3

pointer_summarizer

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

ByteCup2018

Byte Cup 2018 International Machine Learning Contest (3rd prize)

NATS

Neural Abstractive Text Summarization with Sequence-to-Sequence Models

NLP

NLP

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

New-Pointer-Generator-Networks-for-Summarization-Chinese

基于transformer的指针生成网络

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

Global-Encoding

Global Encoding for Abstractive Summarization (ACL 2018)

Abstractive-Text-Summarization

Contrastive Attention Mechanism for Abstractive Text Summarization

LancoSum

A toolkit for abstractive summarization, which is easy to implement the baseline and our proposed models, which can achieve the SOTA performance.

GPT2-Chinese

Chinese version of GPT2 training code, using BERT tokenizer.

DRGD-LCSTS

code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"

seq2seq-summarizer

Pointer-generator reinforced seq2seq summarization in PyTorch

Bert-abstractive-text-summarization

Japanese Sentence Summarization with BERT

Text-Summarizer-Pytorch

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

Text-Summarizer-Pytorch-Chinese

提供一款中文版生成式摘要服务

superAE

Code for "Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization"