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abstractive-summarization-with-transfer-learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

bert-summarization

Tensorflow implementation of an abstractive summarization model using pre-trained language models

bert-token-level-embedding

Generate BERT token level embedding without pain

bert2transformer

这是一个seq2seq模型，编码器是bert,解码器是transformer的解码器，可用于自然语言处理中文本生成领域的任务

bertsum

Code for paper Fine-tune BERT for Extractive Summarization

blog

:clipboard:博客文章

ccm

This project is a tensorflow implement of our work, CCM.

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

cs224n-learning-camp

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

files2rouge

Calculating ROUGE score between two files (line-by-line)

interesting-python

有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)

jdata

京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)

jdata-1

京东JData算法大赛-高潜用户购买意向预测

lc-all-solutions

My own leetcode solutions by python

lcsts-preproc

preprocessing of chinese summarization dataset LCSTS

process-data-of-cnn-dailymail

This repository holds the output of the repository: https://github.com/abisee/cnn-dailymail

scanner

sent-summary

seq2seq-keyphrase-bert

add BERT to encoder part for https://github.com/memray/seq2seq-keyphrase-pytorch

srb

Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"

superae

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

textsum-gan

Tensorflow implementation of "Generative Adversarial Network for Abstractive Text Summarization" (AAAI-18)

xsum

Topic-Aware Convolutional Neural Networks for Extreme Summarization

zh-ner-tf

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)