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senlau's starred repositories

summarizing_summarization

We summarize the summarization papers presented at major conferences (starting with ACL 2019)

cnndm_acl18

Code to obtain the training data for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"

Language:Python1800

TextSumma

reimplementing Neural Summarization by Extracting Sentences and Words

Language:PythonApache-2.01600

Results-of-Deep-Learning-in-NLP

SOTA results for machine learning problems in NLP .

Apache-2.01100

Chinese-BERT-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

Language:PythonApache-2.0947600

pytorch-continuous-bag-of-words

The Continuous Bag-of-Words model (CBOW) is frequently used in NLP deep learning. It's a model that tries to predict words given the context of a few words before and a few words after the target word.

Language:Python8100

ERNIE-Pytorch

ERNIE Pytorch Version

Language:PythonMIT90700

text-classification

文本分类的目前测试效果较好的算法

Language:Python5600

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

Language:PythonApache-2.01170800

Chinese-Text-Classification-Pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

Language:PythonMIT520400

Bert-Chinese-Text-Classification-Pytorch

使用Bert，ERNIE，进行中文文本分类

Language:PythonMIT388300

Quora-Insincere-Questions-Classification

45th Place Solution of the Quora insincere questions classification competition in Kaggle.

Language:Jupyter Notebook900

kaggle_public

阿水的数据竞赛开源分支

Language:Jupyter Notebook35000

CCF-BDCI-Sentiment-Analysis-Baseline

The code for CCF-BDCI-Sentiment-Analysis-Baseline

Language:PythonApache-2.043400

roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

Language:Python257000

XSum

Topic-Aware Convolutional Neural Networks for Extreme Summarization

Language:PythonMIT34900

opennmt.github.io

OpenNMT website

Language:CSSMIT400

MTA-LSTM

The code and data of ijcai2018 paper <Topic-to-Essay Generation with Neural Networks>

Language:Python15400

text_summurization_abstractive_methods

Multiple implementations for abstractive text summurization , using google colab

Language:Jupyter Notebook52300

text_summarization_models

Abstractive and extractive summarization implemented using tensorflow

Language:Python400

Neural-Machine-Translation

Several basic neural machine translation models implemented by PyTorch & TensorFlow

Language:Python2900

pointer_summarizer

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

Language:PythonApache-2.090000

neural-summ-cnndm-pytorch

Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail

Language:PythonMIT19900

RLSeq2Seq

Deep Reinforcement Learning For Sequence to Sequence Models

Language:PythonMIT200

transformer-pointer-generator

A Abstractive Summarization Implementation with Transformer and Pointer-generator

Language:PythonMIT39400

kaggle

Some solutions about kaggle compettions.

Language:Jupyter Notebook1600

Quora-Kaggle

Our experience & lesson & code

Language:Python4800

A-Hierarchical-End-to-End-Model-for-Jointly-Improving-Text-Summarization-and-Sentiment-Classificatio

A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification

Language:Python400

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Language:PythonMIT863900

Text_Classification

Summary of Text Classification in deep learning techniques implemented by PyTorch and TensorFlow. 深度学习文本分类技术总结，以PyTorch实现。

Language:Python1300