汇总了43个方向的电子书、视频，共3T资源，包括入门、进阶、实战的所有内容，都是成系列的，入门的完美学习资源。

Mapping a variable-length sentence to a fixed-length vector using BERT model

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

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

自然语言处理、知识图谱、对话系统三大技术研究与应用。

✨Fast Coreference Resolution in spaCy with Neural Networks

Snowball compiler and stemming algorithms

Open Source Neural Machine Translation in PyTorch

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

Pytorch-Named-Entity-Recognition-with-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

学习spark写的scala代码，工具使用的是IDEA2017.1.6,欢迎star

深度学习代码

Facilitating the design, comparison and sharing of deep text matching models.

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Code from the book "Algorithms" (4th ed.) by Robert Sedgewick and Kevin Wayne (original, and my solutions to exercises).

bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目

MatchZoo in TensorFlow

常用文本匹配模型tf版本，数据集为QA_corpus，持续更新中

文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等，数据集为LCQMC官方数据

Probabilistically split concatenated words using NLP based on English Wikipedia unigram frequencies.

JULYEDU PyTorch Course

nlp in action

DSSM and Multi-View DSSM

📖 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。

这是我在小象学院课程《深度学习之TensorFlow高级编程》的课程代码

Language Technology Platform

GoodsKG, a knowledge graph that contains the product-product hierarchy and producer sales goods relationship, which sum up to 1300 products and more than 90000 brands, 基于京东网站的商品上下级概念，商品品牌之间关系，商品描述维…

基于Spark2.x新闻网大数据实时分析可视化系统项目

基于远监督的中文关系抽取