A very simple framework for state-of-the-art Natural Language Processing (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 awesome knowledge graph tutorials, projects and communities.

中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

AI education materials for Chinese students, teachers and IT professionals.

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

Java资源大全中文版，包括开发库、开发工具、网站、博客、微信、微博等，由伯乐在线持续更新。

汇总java生态圈常用技术框架、开源中间件，系统架构、数据库、大公司架构案例、常用三方类库、项目管理、线上问题排查、个人成长、思考等知识

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Open Source, Distributed, RESTful Search Engine

使用预训练语言模型BERT做中文NER

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

对知识库Wikidata的爬虫以及数据处理脚本 将三元组关系对齐到语料库的脚本 获取知识图谱数据的脚本

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

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity id…

Pytorch-Named-Entity-Recognition-with-BERT

Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling

Lingvo

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

Transformer seq2seq model, program that can build a language translator from parallel corpus

Code for Paper: CFKG: Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation (KBE4ER)

Knowledge Distillation from BERT

knowledge distillation papers