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nlp-competitions-list-review

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

nlp-knowledge-graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

nlp-paper

NLP Paper

nlp-recipes

Natural Language Processing Best Practices & Examples

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

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

opennre

An Open-Source Package for Neural Relation Extraction (NRE)

opentag_2019

Scaling Up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title

pre-trained-models

预训练语言模型综述

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

pytorch-loss

label-smooth, amsoftmax, focal-loss, triplet-loss. Maybe useful

pytorch_bert_to_tf

pytorch版bert权重转tf

pytorch_multi_head_selection_re

BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE

rasa_shopping_bot

基于rasa搭建的电商导购机器人

roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

sentence-transformers

Sentence Embeddings with BERT & XLNet

synonym_detection

同义词挖掘算法

tech_aarticle

深度学习各种模型实战-深度学习模型在各大公司实际生产环境的应用讲解文章，涉及到搜索(Query理解，召回，排序)/推荐(召回，排序)/自然语言处理(文本分类，文本相似度判定，文本匹配，文本生成，命名体识别)

text_classification

all kinds of text classification models and more with deep learning

text_matching

常用文本匹配模型tf版本，数据集为QA_corpus，持续更新中

transformer-xl

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

wechatsogou

基于搜狗微信搜索的微信公众号爬虫接口

wnstock

WnStock是个开源的查看股票行情软件，使用VC++/MFC开发，支持查看实时股票行情，分时走势，历史K线(日线，周线和月线)，MACD指标线，5日10日20日均线，实时成交量，历史成交量，和量比等数据指标。

wusongxu.github.io