Embedding Learning Through Multilingual Concept Induction

Introduction

This page provides additional information and data for this paper.

Supplementary material (including a readme with detailed description) can be downloaded below.

We provide the concept based wordspaces for the methods SAMPLE, CLIQUE and N(t) (both for WORD and CHAR). The embedding spaces are based on 1664 bible editions and span 1259 languages. Embedding dimension is 200.

Downloads

wordspaces.zip [27GB]

supplementary.zip [<1MB]

Cite

If you use the provided data in your work, please cite the following paper.

@inproceedings{dufter2018embedding,
title={Embedding Learning Through Multilingual Concept Induction},
author={Dufter, Philipp and Zhao, Mengjie and Schmitt, Martin and Fraser, Alexander and Sch{\"u}tze, Hinrich},
year={2018},
journal={arXiv preprint arXiv:1801.06807v2},
note={to appear in ACL2018}
}

Contact: Philipp Dufter