deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

BERT distillation（基于BERT的蒸馏实验 ）

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

Google Research

The score code of FastBERT (ACL2020)

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".

学习后端的相关电子书

Deep Learning Specialization by Andrew Ng on Coursera.

Code examples in pyTorch and Tensorflow for CS230

The Python micro framework for building web applications.

Keras implementations of Generative Adversarial Networks.

Code for using and evaluating SpanBERT.

Datasets, SOTA results of every fields of Chinese NLP

Document ranking via sentence modeling using BERT

BERT score for text generation

TensorFlow code and pre-trained models for BERT

《Designing Data-Intensive Application》DDIA中文翻译

The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions

interview-algothims

chinese-word-segment

基于远监督的中文关系抽取

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

A very simple framework for state-of-the-art Natural Language Processing (NLP)

RNN-free TensorFlow model for reading comprehension on SQuAD

An open-source NLP research library, built on PyTorch.

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to …

利用深度学习模型，在小标注量数据上，进行文本中的时间识别。

A neural network model for Chinese named entity recognition