文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classi…

Collection of slides, repositories, papers about AIOps

超长文本分类（大于1000字）；文档级/篇章级文本分类；主要是解决长距离依赖问题

NLP progress in Fintech. A repository to track the progress in Natural Language Processing (NLP) related to the domain of Finance, including the datasets, papers, and current state-of-the-art resul…

中文文本摘要，基于pytorch，采用LCSTS数据集

KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

INFOCOM2021: CTF: Anomaly Detection in High-Dimensional Time Series with Coarse-to-Fine Model Transfer

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

中文关系抽取

Log survey paper list

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。 阿里招 Python P6/P7 上海张江, gaojunqi@outlook.com

A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

reference pytorch code for named entity tagging

NLP

Pytorch Implementation of DeepLog.

pytorch实现bert做seq2seq任务，使用unilm方案,现在也可以做文本分类，情感分析，NER，词性标注等任务。

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

Collection of important Question-Answering papers implemented in PyTorch

A curated collection of adversarial attack and defense on graph data.

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

user authentication with continuous learning based on Markov Decision Process (MDP) approach

Deep Learning for humans

此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。

log anomaly detection toolkit including DeepLog

(AAAI'20) The source code for the paper "Controlling the Amount of Verbatim Copying in Abstractive Summarization".

developed with tensorflow 2.1.0