Natural Language Processing Tutorial for Deep Learning Researchers

Mapping a variable-length sentence to a fixed-length vector using BERT model

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

BertViz: Visualize Attention in Transformer Models ( BERT, GPT-2, BART, etc.)

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

State of the Art Natural Language Processing

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

A curated list of pretrained sentence and word embedding models

RoBERTa中文预训练模型: RoBERTa for Chinese

研读顶会论文，复现论文相关代码

LightSeq: A High Performance Library for Sequence Processing and Generation

Multi-Task Deep Neural Networks for Natural Language Understanding

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目

Super easy library for BERT based NLP models