Conference paper Open Access

Character-based Neural Embeddings for Tweet Clustering

Nixon, Lyndon; Vakulenko, Svitlana; Lupu, Mihai

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.

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