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bonbonxuan's Projects

awesome_chinese_medical_nlp icon awesome_chinese_medical_nlp

中文医学NLP公开资源整理:术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

bert-utils icon bert-utils

一行代码使用BERT生成句向量,BERT做文本分类、文本相似度计算

bertwithpretrained icon bertwithpretrained

基于PyTorch框架实现的BERT模型及其相关下游微调任务(Bert PyTorch Implementation)

chinese-bert-wwm icon chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)

chinesests icon chinesests

中文文本语义相似度(Chinese Semantic Text Similarity)语料库建设

cs-interview-knowledge-map icon cs-interview-knowledge-map

Build the best interview map. The current content includes JS, network, browser related, performance optimization, security, framework, Git, data structure, algorithm, etc.

csts icon csts

中文自然语言推理与语义相似度数据集

easybert icon easybert

基于Pytorch的Bert应用,包括命名实体识别、情感分析、文本分类以及文本相似度等

medbert icon medbert

本项目开源硕士毕业论文“BERT模型在中文临床自然语言处理中的 应用探索与研究”相关模型

nlp_ability icon nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识,包括面试题,各种基础知识,工程能力等等,提升核心竞争力

nlp_xiaojiang icon nlp_xiaojiang

自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Sentence Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,bert+bilstm+crf),数据增强(text augment, data enhance),同义句同义词生成,句子主干提取(mainpart),中文汉语短文本相似度,文本特征工程,keras-http-service调用

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。

textmatch icon textmatch

基于Pytorch的,中文语义相似度匹配模型(ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet)

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