Character-based Neural Embeddings for Tweet Clustering
Svitlana Vakulenko, Lyndon J. B. Nixon, Mihai Lupu · 2017
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 1 .