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bert-lm

bert语言模型校验句子的通顺性

bert-next-sentence-predict

bert next sentence predict

causalityeventextraction

Causality event extraction demo project including casual patterns and experiment on large scale corpus. 基于因果关系知识库的因果事件图谱实验项目，本项目罗列了因果显式表达的几种模式，基于这种模式和大规模语料，再经过融合等操作，可形成因果事件图谱。

cluster

聚类算法。实现Kmeans，DBSCAN以及谱聚类

complexeventextraction

A concept and obvious expression pattern collection of Chinese compound event extraction which then be evolved into ComplexEventGraph，本项目提出了中文复合事件的概念与显式模式，包括条件事件、因果事件、顺承事件、反转事件等事件抽取，并形成事理图谱。

dataminingalgorithm

数据挖掘18大算法实现以及其他相关经典DM算法

eventtriplesextraction

An experiment and demo-level tool for text information extraction (event-triples extraction), which can be a route to the event chain and topic graph, 基于依存句法与语义角色标注的事件三元组抽取，可用于文本理解如文档主题链，事件线等应用。

gpt-2-keyword-generation

Method to encode text for GPT-2 to generate text based on provided keywords

gpt-author

hyponymyextraction

HyponymyExtraction and Graph based on KB Schema, Baike-kb and online text extract, 基于知识概念体系，百科知识库，以及在线搜索结构化方式的词语上下位抽取与可视化展示

keyinfoextraction

Self complemented Key infomation extraction including keywords, abstract from text using algorithm like textrank ,tfidf 基于Textrank算法的文本摘要抽取与关键词抽取，基于TFIDF算法的关键词抽取

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

python_crawler

It's designed to be a simple, tiny, pratical python crawler using json and sqlite instead of mysql or mongdb. The destination website is Zhihu.com.

qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。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。

sentencesimilarity

self complement of Sentence Similarity compute based on cilin, hownet, simhash, wordvector,vsm models，基于同义词词林，知网，指纹，字词向量，向量空间模型的句子相似度计算。

sequentialeventextration

Sequential Event Experiment based on Travel note crawled from XieCheng，基于50W携程出行游记的采集与顺承事件图谱构建．

t5-pegasus

中文生成式预训练模型

t5-pegasus-textsummary

使用谷歌2020pegasus模型进行中文文档摘要

textgrapher

Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档，将文档进行关键信息提取，进行结构化，并最终组织成图谱组织形式，形成对文章语义信息的图谱化展示。

wordcollocation

Self complemented Word Collocation using MI method which is tested to be effective..基于互信息算法的词语搭配抽取

zhuguandetection

Chinese Subjective Dectection based on subjective knowlegebase, 中文主观性计算。基于中文主观性知识库的句子主观性评定方法。