embedding

TencentPretrain. Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

mit-deep-learning-book-pdf. MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

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

FewCLUE. FewCLUE 小样本学习测评基准，中文版

AutoIE2. [NLPCC 2021] Shared Task on AutoIE2: Sub-Event Identification

DeepNER. 天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

examples. A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

MusicLyricChatbot. chatbot based on music region using method including es and music kb.基于14W歌曲知识库的问答尝试，功能包括歌词接龙，已知歌词找歌曲以及歌曲歌手歌词三角关系的问答。

ape210k_baseline. 用bert4keras来解小学数学应用题

ATPapers. Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力机制、Transformer和预训练语言模型论文与相关资源集合

Ancient-Chinese-Segmentation. A tool for ancient Chinese segmentation.

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

NER-BERT-pytorch. PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

ERNIE. The official repository for ERNIE 4.5 and ERNIEKit – its industrial-grade development toolkit based on PaddlePaddle.

InferSent. InferSent sentence embeddings

OpenNMT-py. Open Source Neural Machine Translation in PyTorch

OpenNMT-py. Open Source Neural Machine Translation and (Large) Language Models in PyTorch

pytorch-tutorial. PyTorch Tutorial for Deep Learning Researchers

Chinese-Cloze-RC. A Chinese Cloze-style RC Dataset: People's Daily & Children's Fairy Tale (CFT)

convai. Python

MUSE. A library for Multilingual Unsupervised or Supervised word Embeddings

reverse-squad. Lua

OpenNMT-tf. Neural machine translation and sequence learning using TensorFlow

fastText. Library for fast text representation and classification.

bi-att-flow. 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 achieve a query-aware context representation without early summarization.

tensorflow_poems. 中文古诗自动作诗机器人，x炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！

Question-Answering. TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.

tf-seq2seq. Sequence to sequence learning using TensorFlow.

glyph. Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?

Chinese-Word-Vectors. 100+ Chinese Word Vectors 上百种预训练中文词向量

neural_BOW_toolkit. C

acl-anthology. Data and software for building the ACL Anthology.

Semantic-CNN. Initializing Convolutional Filters with Semantic Features for Text Classification

context2vec. Python

dan. Deep Averaging Networks

DV-ngram. code for iclr workshop paper "Learning Document Embedding by Predicting N-grams for Sentiment Classification of Long Movie Reviews"

ngram2vec. Four word embedding models implemented in Python. Supporting arbitrary context features