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paper.bib
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@incollection{nickel_kiela_2017,
title = {Poincar\'{e} Embeddings for Learning Hierarchical Representations},
author = {Nickel, Maximillian and Kiela, Douwe},
booktitle = {Advances in Neural Information Processing Systems 30},
editor = {I. Guyon and U. V. Luxburg and S. Bengio and H. Wallach and R. Fergus and S. Vishwanathan and R. Garnett},
pages = {6338--6347},
year = {2017},
publisher = {Curran Associates, Inc.},
url = {http://papers.nips.cc/paper/7213-poincare-embeddings-for-learning-hierarchical-representations.pdf}
}
@inproceedings{chamberlain_2017,
title={Neural Embeddings of Graphs in Hyperbolic Space},
author={Ben Chamberlain, Marc Deisenroth and James Clough},
booktitle={Proceedings of the 13th International Workshop on Mining and Learning with Graphs (MLG)},
year={2017},
url={http://www.mlgworkshop.org/2017/paper/MLG2017_paper_6.pdf}
}
@article{leimeister2018skipgram,
author = {Matthias Leimeister and
Benjamin J. Wilson},
title = {Skip-gram word embeddings in hyperbolic space},
journal = {CoRR},
volume = {abs/1809.01498},
year = {2018},
url = {http://arxiv.org/abs/1809.01498},
archivePrefix = {arXiv},
eprint = {1809.01498},
timestamp = {Fri, 05 Oct 2018 11:34:52 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1809-01498},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{NickelKiela2018,
title = {Learning Continuous Hierarchies in the {L}orentz Model of Hyperbolic Geometry},
author = {Nickel, Maximillian and Kiela, Douwe},
booktitle = {Proceedings of the 35th International Conference on Machine Learning},
pages = {3779--3788},
year = {2018},
editor = {Dy, Jennifer and Krause, Andreas},
volume = {80},
series = {Proceedings of Machine Learning Research},
address = {Stockholmsmässan, Stockholm Sweden},
month = {10--15 Jul},
publisher = {PMLR},
pdf = {http://proceedings.mlr.press/v80/nickel18a/nickel18a.pdf},
url = {http://proceedings.mlr.press/v80/nickel18a.html},
}
@InProceedings{Dhingra2018,
author = "Dhingra, Bhuwan
and Shallue, Christopher
and Norouzi, Mohammad
and Dai, Andrew
and Dahl, George",
title = "Embedding Text in Hyperbolic Spaces",
booktitle = "Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-12)",
year = "2018",
publisher = "Association for Computational Linguistics",
pages = "59--69",
location = "New Orleans, Louisiana, USA",
doi="https://doi.org/10.18653/v1/w18-1708"
}