Embedding

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

fastText

Library for fast text representation and classification.

examples

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

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

OpenNMT-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

ERNIE

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

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！

MUSE

A library for Multilingual Unsupervised or Supervised word Embeddings

UER-py

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

InferSent

InferSent sentence embeddings

awesome-bert

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

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.

OpenNMT-tf

Neural machine translation and sequence learning using TensorFlow

TencentPretrain

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

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

FewCLUE

FewCLUE 小样本学习测评基准，中文版

NER-BERT-pytorch

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

convai

tf-seq2seq

Sequence to sequence learning using TensorFlow.

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。

glyph

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

Chinese-Cloze-RC

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

Question-Answering

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

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

ape210k_baseline

用bert4keras来解小学数学应用题

Ancient-Chinese-Segmentation

A tool for ancient Chinese segmentation.

AutoIE2

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

OpenNMT-py

Open Source Neural Machine Translation in PyTorch

reverse-squad