CKRL

Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence (AAAI-2018)

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INTRODUCTION

Confidence-aware Knowledge Representation Learning (CKRL)

Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence (AAAI-2018)

Written by Ruobing Xie

DATA

FB15k is published by the author of the paper "Translating Embeddings for Modeling Multi-relational Data (2013)." [download] You can also get FB15k from here: [download]

data.zip contains the original FB15k dataset as well as 3 noisy datasets FB15K-N1, FB15K-N2, FB15K-N3

For other input files please see [download], code: hwiv

COMPILE

Just type make in the folder ./

RUN

train: ./Train_transC -size 50 -margin 1 -method 1

test: ./Test_transC bern

CITE

If the codes or datasets help you, please cite the following paper:

Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin. Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence (AAAI-2018)