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New: Add entity type information


# INTRODUCTION

Description-Embodied Knowledge Representation Learning (DKRL)
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Ruobing Xie


# COMPILE

Just type make in the folder ./


# NOTE

Pre-trained embeddings for entity/relation/word are optional.
We update both Structure-based Representations and Description-based Representations in this version. We can also fix Structure-based Representations pre-trained by other models and only update Description-based Representations.


# DATA

FB15k is published by the author of the paper "Translating Embeddings for Modeling Multi-relational Data (2013)."
<a href="https://everest.hds.utc.fr/doku.php?id=en:transe">[download]</a>
You can also get FB15k from here: <a href="http://pan.baidu.com/s/1eSvyY46">[download]</a>

Entity list and descriptions of FB15k used in this work <a href="http://pan.baidu.com/s/1kUx5Wr1">[download]</a>

FB20k is used for zero-shot scenario <a href="http://yun.baidu.com/s/1SAmGQ">[download]</a>

Entity type information for entity classification <a href="http://pan.baidu.com/s/1pLePRez">[download]</a>


# CITE

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