Tito Svenstrup, D., Hansen, J., and Winther, O. (2017). Hash embeddings for efﬁcient word repre-

sentations. Advances in neural information processing systems, 30.

Tjong Kim Sang, E. F. (2002). Introduction to the CoNLL-2002 shared task: Language-independent
named entity recognition. In COLING-02: The 6th Conference on Natural Language Learning
2002 (CoNLL-2002).

Turian, J., Ratinov, L., and Bengio, Y. (2010). Word representations: a simple and general method
for semi-supervised learning. In Proceedings of the 48th annual meeting of the association for
computational linguistics, pages 384–394.

Weinberger, K., Dasgupta, A., Langford, J., Smola, A., and Attenberg, J. (2009). Feature hashing
for large scale multitask learning. In Proceedings of the 26th annual international conference on
machine learning, pages 1113–1120.
MULTI HASH EMBEDDINGS IN SPACY