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2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
简单高效的Bert中文文本分类模型开发和部署,CPU上毫秒级预测
在Keras下微调Bert的一些例子;some examples of bert in keras
BiLstm+CNN+CRF 法律文档(合同类案件)领域分词(100篇标注样本)
Simple Convolutional Neural Network (CNN) for sentiment classification of Chinese movie reviews.
100+ Chinese Word Vectors 上百种预训练中文词向量
中文智能客服机器人demo,包含闲聊和专业问答2个部分,支持自定义组件(Chinese intelligent customer chatbot Demo, including the gossip and the professional Q&A(FAQ) , support for custom components!)
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
基于知识图谱的问答系统,BERT做命名实体识别和句子相似度,分为online和outline模式
Chinese keras documents with more examples, explanations and tips.
基于Pytorch和torchtext的自然语言处理深度学习框架,包含序列标注、文本分类、句子关系、文本生成、结构分析、五大功能模块,已实现了命名实体识别、中文分词、词性标注、语义角色标注、情感分析、关系抽取、语言模型、文本相似度、文本蕴含、依存句法分析、词向量训练、聊天机器人、机器翻译、文本摘要等功能。框架功能丰富,开箱可用,极易上手!基本都是学习他人实现然后自己修改融合到框架中,没有细致调参,且有不少Bug~
NLP Keras BiLSTM+CRF
自然语言处理(nlp),闲聊机器人(chatbot),BERT句向量-相似度(Sentence Similarity),文本分类(Text classify), 实体提取(ner,bert+bilstm+crf),数据增强(text augment 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
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
A Marvelous ChatBot implement using PyTorch.
基于最新版本rasa搭建的对话系统demo
使用keras搭建seq2seq完成中英文翻译
各种大小爬虫集合
CNN-RNN中文文本分类,基于TensorFlow
CNN、textCNN、textRCNN with Keras
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China tencent open source team.