Sporot's repositories

TCM_word2vec

中医古籍语料

LAMGCN

Herb recommendation with MLTC method

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TCM_NER

Using lexicon and dictionary

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

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Agriculture_KnowledgeGraph

农业知识图谱(KG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策

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BiLstm_CNN_CRF_CWS

BiLstm+CNN+CRF 法律文档(合同类案件)领域分词(100篇标注样本)

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BjutGradApp

An android app for school

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ChineseNER

A neural network model for Chinese named entity recognition

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DeepLearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为15个章节,近20万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

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event_extraction

baidu aistudio event extraction competition

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examples-of-web-crawlers

一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )

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KGQA-Based-On-medicine

基于医药知识图谱的智能问答系统

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LatticeLSTM

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

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learning-nlp

nlp in action

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Listed-company-news-crawl-and-text-analysis

从新浪财经、每经网、金融界、**证券网、证券时报网上,爬取上市公司(个股)的历史新闻文本数据进行文本分析、提取特征集,然后利用SVM、随机森林等分类器进行训练,最后对实施抓取的新闻数据进行分类预测

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medical_ner_crfsuite

基于条件随机场的医疗电子病例的命名实体识别

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named_entity_recognition

中文命名实体识别(包括多种模型:HMM,CRF,BiLSTM,BiLSTM+CRF的具体实现)

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QASystemOnMedicalKG

disease centered Medical knowledge graph and qa system。知识图谱构建,自动问答,基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱,并以该知识图谱完成自动问答与分析服务。

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Sporot.github.io

Personal profile

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Text_classification

Text_classification : A comprehensive Review

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TextInfoExp

自然语言处理实验(sougou数据集),TF-IDF,文本分类、聚类,word2vec训练词向量、文档摘要、情感识别、关系抽取。

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zh-NER-TF

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

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