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Aiden Huen's Projects

bert icon bert

TensorFlow code and pre-trained models for BERT

capsule-text-classification icon capsule-text-classification

利用keras搭建的胶囊网络(capsule network文本分类模型,包含RNN、CNN、HAN等,其中keras_utils包含了capsule层和attention层的keras实现

chinese-character-feature-resource icon chinese-character-feature-resource

This repo contain images,radicals,meaning radical and Pinyin for more than 6000 Chinese character. The image set inculde both traditional Chinese and simple Chinese

fgn-ner icon fgn-ner

The source code of 《 FGN:Fusion Glyph Network for Chinese Named Entity Recognition 》. SOTA Chinese NER method fusing both glyph represnetation and BERT representation

hmm-ner icon hmm-ner

基于隐马尔科夫模型的中文命名实体识别模型源码,语料源于2014年人民日报标注集

latticelstm icon latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

recommder icon recommder

大一下学期,在做新闻推荐系统时的一些代码

smp-keyword-extraction icon smp-keyword-extraction

CSDN博客的关键词提取算法,融合TF,IDF,词性,位置等多特征。该项目用于参加2017 SMP用户画像测评,排名第四,在验证集中精度为59.9%,在最终集中精度为58.7%。启发式的方法,通用性强。

smp2018 icon smp2018

smp2018 contest ( distinguish human writing or robot writing from news )

wordsegement icon wordsegement

自然语言课堂练习,基于2-gram实现的一个最大概率路径分词

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