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rootlt's Projects

care-gnn icon care-gnn

Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

ccks2019_el icon ccks2019_el

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

cluener2020 icon cluener2020

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

drl icon drl

Deep Reinforcement Learning

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

graphcl icon graphcl

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

info-nce-pytorch icon info-nce-pytorch

PyTorch implementation of the InfoNCE loss for self-supervised learning.

lebert icon lebert

Code for the ACL2021 paper "Lexicon Enhanced Chinese Sequence Labelling Using BERT Adapter"

openke icon openke

An Open-Source Package for Knowledge Embedding (KE)

pygcl icon pygcl

PyGCL: Graph Contrastive Learning Library for PyTorch

qa-survey-cn icon qa-survey-cn

北京航空航天大学大数据高精尖中心自然语言处理研究团队开展了智能问答的研究与应用总结。包括基于知识图谱的问答(KBQA),基于文本的问答系统(TextQA),基于表格的问答系统(TableQA)、基于视觉的问答系统(VisualQA)和机器阅读理解(MRC)等,每类任务分别对学术界和工业界进行了相关总结。

rlea icon rlea

Official repository for Deep Reinforcement Learning for Entity Alignment

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