Open Source Projects

I have 20 projects on Github

Spring-Boot-KBQA

以Spring Boot框架为载体,通过集成hanLP、neo4j、spark-mllib实现基于电影知识图谱的简易问答系统。

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pointer-generator

resources for the paper 'Get To The Point: Summarization with Pointer-Generator Networks' with python3.x. overview on the post http://www.abigailsee.com/2017/04/16/taming-rnns-for-better-summarization.html or

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carlos9310.github.io

个人博客

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transformer-xl-chinese

transformer xl在中文文本生成上的尝试(效果意外的好,可写小说、古诗)(transformer xl for text generation of chinese)

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text-classification-cnn-rnn

CNN-RNN中文文本分类,基于TensorFlow

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sequence-labeling-BiLSTM-CRF

The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.

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rasa_chatbot_cn

基于最新版本rasa搭建的对话系统demo

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pre-trained-language-models

总结NLP中常见的几种预训练语言模型

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nlpcc2017-kbqa-bert

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NLP-Project

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

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models

Models and examples built with TensorFlow

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KBQA-BERT

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

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Information-Extraction-Chinese

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

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github_pages_comments

Just add comments to my github pages

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Entity-Relation-Extraction

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取,2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

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dialogue-system

here to design a dialogue-system(robot)

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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

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BERT-NER

Use Google's BERT for named entity recognition (CoNLL-2003 as the dataset).

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BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

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bert

TensorFlow code and pre-trained models for BERT

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