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XuekaiChen's Projects

chatbot_cn icon chatbot_cn

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

chatrobot icon chatrobot

基于seq2seq的闲聊系统。利用PyTorch框架搭建神经网络，编码器采用双向GRU模型，解码器采用融合注意力机制的GRU模型，训练出支持多轮对话的聊天机器人。

chatwithdoc icon chatwithdoc

大语言模型ChatGLM-6B为基座，接入文档阅读功能进行实时问答，可上传txt/docx/pdf多种文件类型。

decisiontree icon decisiontree

在不调用公开源码或函数的情况下用python手动实现基于ID3算法和CART算法的两种决策树分类模型，并评估其优劣。

entity_linking icon entity_linking

对实体链接任务进行名词解释、任务梳理、代码复现

fake-passport-bupt icon fake-passport-bupt

真正的网页版北邮出入校通行证，自己部署，自定义任何信息，与真实网页相同

finknowledgegraph icon finknowledgegraph

爬取金融数据，利用neo4j构建金融知识图谱，进而搭建金融问答系统。

showknowledge icon showknowledge

基于Flask框架进行前后端交互、存储采用Neo4j图数据库。功能包括金融股票、股东、概念详细信息查询，以及多轮对话问答机制。

text_classification icon text_classification

基于豆瓣电影打分的评论文本分类，使用tf-idf/word2vec/bert方法构造词向量，利用svm和逻辑回归模型进行分类

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