yhjiujiu Goto Github PK

cfgen

Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".

chinese_nre

Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"

chinsesner-pytorch

基于BI-LSTM+CRF的中文命名实体识别 Pytorch

cogdl

CogDL: An Extensive Toolkit for Deep Learning on Graphs

fasttext

Library for fast text representation and classification.

flat-lattice-transformer

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

golden-horse

Named Entity Recognition for Chinese social media (Weibo). From EMNLP 2015 paper.

hgnn

Hypergraph Neural Networks (AAAI 2019)

hnhn

Hypergraph representation learning: Hypergraph Networks with Hyperedge Neurons.

hypergcn

NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs

kg-bert

KG-BERT: BERT for Knowledge Graph Completion

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

lexiconaugmentedner

Reject complicated operations for incorporating lexicon for Chinese NER.

lrner

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

ner

nlp-conferences-code

NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pytorch-course

JULYEDU PyTorch Course

pytorch_ner_bilstm_cnn_crf

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF implement in pyotrch

research

novel deep learning research works with PaddlePaddle

zh-ner-tf

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)