JadeXIN

HEROES

Source code for CIKM 2021 paper: Summarizing Long-Form Document with Rich Discourse Information

NBFNet

Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

MODNet

A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]

GraphSAINT

[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

Awesome-GNN-Research

My future research

LIBBLE-MultiThread

graphsage-simple

Simple reference implementation of GraphSAGE.

large-scale-GNN

这项目主要收集大规模GNN（图神经网络）的相关研究

ClusterGCN

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

google-research

Google Research

BNS

Codes for "Blocking-based Neighbor Sampling for Large-scale Graph Neural Networks".

entity-matchers

Source code for "A Critical Re-evaluation of Neural Methods for Entity Alignment"

EmbedKGQA

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

RoadEA

Revisiting Embedding-based Entity Alignment: A Robust and Adaptive Method, TKDE 2022

PromptPapers

Must-read papers on prompt-based tuning for pre-trained language models.

LyricsX

🎶 Ultimate lyrics app for macOS.

OpenEA-TF2

Migrated OpenEA on TFv2.4.1

kiez

🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings

dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

Dual-AMN

KE-GCN

Knowledge Embedding Based Graph Convolutional Network (WWW 2021)

NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

MUSE

A library for Multilingual Unsupervised or Supervised word Embeddings

KDD2020

Incremental Mobile User Profiling: Reinforcement Learning with Spatial Knowledge Graph for Modeling Event Streams

attacking_federate_learning

基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型

EntEmb

Entity Embeddings

GTR

[SIGIR 2021] Retrieving Complex Tables with Multi-Granular Graph Representation Learning.

JEANS

JEANS : This repo contains code for Cross-lingual Entity Alignment for Knowledge Graphs with Incidental Supervision from Free Text