NLP-Related-Open-Resource
NLP相关的一些公开资源整理，包括基础的公开python库和工具集，相关课程资源，教程资源，公开的语料库
基础的python库以及工具集
- stanfordnlp
- pkuseg-python中文分词工具包
- fastText-Library for fast text representation and classification
- allennlp
- Sequence-to-Sequence Toolkit
- 自然语言处理工具包HanLP的Python接口
- 中文近义词工具包
- 自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 自动摘要 短语提取 拼音 简繁转换
- Stanford CoreNLP: A Java suite of core NLP tools.
- Natural Language Toolkit (NLTK)
- Python library for processing Chinese text
- 中文自然语言处理工具包 Toolkit for Chinese natural language processing
- 结巴中文分词
- Industrial-strength Natural Language Processing (NLP) with Python and Cython
- Easy to use NLP library built on PyTorch and TorchText
- Multi-Domain Chinese word segmentation
相关课程资源
- anlp19
- Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning
- Pytorch implementations of various Deep NLP models in cs-224n
- Oxford Deep NLP 2017 course
教程资源
- NLP上手教程
- nlp-tutorial
- Deep Learning NLP Pipeline implemented on Tensorflow
- Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)
- A Tutorial about Programming for Natural Language Processing
公开的语料库
其他整理的NLP related resources
- awesome-nlp
- awesome-bert-nlp
- 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.
- A curated list of resources for NLP (Natural Language Processing) for Chinese 中文自然语言处理相关资料
Applications
Bert Related
- Keras下bert的一些使用
- Keras-bert
- Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL
- bert-as-service