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tantailong's Projects

pgpr icon pgpr

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

pycorrector icon pycorrector

错别字纠正算法。调用pycorrector接口，使用规则。

pycorrector-1 icon pycorrector-1

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

pytextclassifier icon pytextclassifier

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，BiLSTM_Attention，BERT等模型实现，开箱即用。

qa-survey-cn icon qa-survey-cn

北航大数据高精尖中心研究张日崇团队对问答系统的总结。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TabletQA）和基于视觉的问答系统（VisualQA），每类系统分别对学术界和工业界进行总结。

read_bert_code icon read_bert_code

Bert源码阅读与讲解(Pytorch版本)-以BERT文本分类代码为例子

regex_triples_extractor icon regex_triples_extractor

这段代码会根据用户定义的正则表达式规则从文本中抽取属性三元组，我用它完成知识图谱构建的一个环节，使用方法写在README中，欢迎交流和指正！

relation-graph icon relation-graph

Vue 关联关系图谱组件，可以展示如组织机构图谱、股权架构图谱、集团关系图谱等知识图谱，可提供多种图谱布局，包括树状布局、中心布局、力学布局自动布局等。Vue component for relationship graph , which can display knowledge graphs, such as organization graph, equity structure graph, group relationship graph,

relext icon relext

RelExt: A Tool for Relation Extraction from Text. 文本实体关系抽取工具。

scenario_nlp icon scenario_nlp

基于意图识别和命名实体识别的多轮对话场景设计

similarities icon similarities

Similarities: a toolkit for similarity calculation and semantic search. 语义相似度计算、匹配搜索工具包，支持文本和图像，开箱即用。

slu icon slu

多轮对话系统的多意图识别

text2vec icon text2vec

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

text_analysis_tools icon text_analysis_tools

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

textaudit icon textaudit

一个短视频app文本审核模块的实现思路及demo

textgen icon textgen

textgen, Text Generation models. 文本生成，包括：UDA，Seq2Seq，ERNIE-GEN，BERT，XLNet，GPT-2等模型实现，开箱即用。

textinfoexp icon textinfoexp

自然语言处理实验（sougou数据集），TF-IDF，文本分类、聚类、词向量、情感识别、关系抽取等

think icon think

云策文档是一款开源知识管理工具。通过独立的知识库空间，结构化地组织在线协作文档，实现知识的积累与沉淀，促进知识的复用与流通。

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