Thoye's repositories
AGGCN
Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
ChineseNRE
中文实体关系抽取,pytorch,bilstm+attention
fudan_mtl_reviews
TensorFlow implementation of the paper `Adversarial Multi-task Learning for Text Classification`
Intra-Bag-and-Inter-Bag-Attentions
Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions
lightNLP
基于Pytorch和torchtext的自然语言处理深度学习框架,包含序列标注、文本分类、句子关系、文本生成、结构分析、五大功能模块,已实现了命名实体识别、中文分词、词性标注、语义角色标注、情感分析、关系抽取、语言模型、文本相似度、文本蕴含、依存句法分析、词向量训练、聊天机器人、机器翻译、文本摘要等功能。框架功能丰富,开箱可用,极易上手!基本都是学习他人实现然后自己修改融合到框架中,没有细致调参,且有不少Bug~
pytorch-beginner
pytorch tutorial for beginners
pytorch_word2vec
pytorch word2vec Four implementations : skip gram / CBOW on hierarchical softmax / negative sampling