Before revision:  In this paper, we present a novel attentive representation learning model for shot text clustering, wherein cluster-level attention is proposed to capture the correlation between text representation and cluster representation . Relying on this, the representation learning and clustering for short text are seamlessly integrated into a unified framework .
After revision:  In this paper, we present a novel attentive representation learning model for shot text clustering, wherein cluster-level attention is proposed to capture the correlations between text representations and cluster representations . Relying on this, the representation learning and clustering for short text are seamlessly integrated into a unified framework .