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LitianZhang's Projects

bert_in_keras icon bert_in_keras

在Keras下微调Bert的一些例子;some examples of bert in keras

cloudreader icon cloudreader

云阅:一款基于网易云音乐UI,使用玩安卓、Gank.Io及豆瓣api开发的符合Google Material Design的Android客户端。项目采取的是MVVM-DataBinding架构开发,现主要包括:玩安卓区、干货区和电影区三个子模块。

deepie icon deepie

DeepIE: Deep Learning for Information Extraction

deepke icon deepke

基于深度学习的开源中文关系抽取框架

ds_gobang icon ds_gobang

BJTU SE DataStructure final ex_Gobang(contain pvp pvc networking model the GUI use JAVAFX framework)

models icon models

Pre-trained and Reproduced Deep Learning Models (『飞桨』官方模型库,包含多种学术前沿和工业场景验证的深度学习模型)

presumm icon presumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

redn icon redn

Downstream Model Design of Pre-trained Language Model for Relation Extraction Task

text-classification-surveys icon text-classification-surveys

文本分类资源汇总,包括深度学习文本分类模型,如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等,浅层学习模型,如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集,如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD,评价指标,如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K,和技术挑战,包括多标签文本分类。

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