@InProceedings{vakulenko-nixon-lupu:2017:SocialNLP2017,
  author    = {Vakulenko, Svitlana  and  Nixon, Lyndon  and  Lupu, Mihai},
  title     = {Character-based Neural Embeddings for Tweet Clustering},
  booktitle = {Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media},
  month     = {April},
  year      = {2017},
  address   = {Valencia, Spain},
  publisher = {Association for Computational Linguistics},
  pages     = {36--44},
  abstract  = {In this paper we show how the performance of tweet clustering can be improved
	by leveraging character-based neural networks. The proposed approach overcomes
	the limitations related to the vocabulary explosion in the word-based models
	and allows for the seamless processing of the multilingual content. Our
	evaluation results and code are available on-line:
	https://github.com/vendi12/tweet2vec\_clustering.},
  url       = {http://www.aclweb.org/anthology/W17-1105}
}