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junruitian's Projects

chinesetextclassifier icon chinesetextclassifier

实现中文文本分类,支持文件、文本分类,基于多项式分布的朴素贝叶斯分类器。由于工作实际应用是二分类,加之考虑到每个分类属性都建立map存储词语向量可能引起的内存问题,所以目前只支持二分类。当然,直接复用这个结构扩展到多分类也是很容易。之所以自己写,主要原因是没有仔细研读mahout、weka等代码,不能灵活地进行中文分词、停用词过滤、词频统计、TF-IDF等,也就是向量化和特征提取没有自己手写相对灵活。

cogqa icon cogqa

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

conversational_ai_bot icon conversational_ai_bot

ICWS2020_User Intention Recognition and Requirement Elicitation Method for Conversational AI Service_Project

fast-transx icon fast-transx

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

kb2e icon kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

openke icon openke

An Open-Source Package for Knowledge Embedding (KE)

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