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multiwoz

Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

ner

利用 HMM、BiLSTM-CRF 及 ALBERT 模型进行中文命名实体识别

new-rep

nlp-beginner

NLP上手教程

nlp-beginner-finish

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。

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-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

nlp-progress

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.

nlp-pytorch-zh

《Natural Language Processing with PyTorch》中文翻译

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

nlp_course

YSDA course in Natural Language Processing

nlp_notes

自然语言处理学习笔记：机器学习及深度学习原理和示例，基于 Tensorflow 和 PyTorch 框架，Transformer、BERT、ALBERT等最新预训练模型及源代码详解，及基于预训练模型进行各种自然语言处理任务。模型部署

nlp_paper_study

研读顶会论文，复现论文相关代码

paper-in-code

NLP相关的paper代码复现。主要包括ACL，AAAI，EMNLP等顶会论文。

paper-reading

Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.

personalized-dialog

Dataset and models for the paper Personalization in Goal-oriented Dialog

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pycorrector

pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.

python-crash-course

Python编程 从入门到实践

python-programming-exercises

100+ Python challenging programming exercises

python_notes

Python 一些常用模块及应用

pytorch-tutorial

Build your neural network easy and fast

research

novel deep learning research works with PaddlePaddle

school-of-ai

Repository for Resources and Code used in Dehradun School of AI Workshops and Meetups

sentiment_analysis

本项目为基于CNN，RNN 和NLP中预训练模型构建的多个常见的文本分类模型。

seq2seq

基于Pytorch的中文聊天机器人 集成BeamSearch算法

siamese_dssm

siamese dssm sentence_similarity sentece_similarity_rank tensorflow

software-install