In this paper, we pro- pose a neural network model with a naive rule-based classifier for actionable informative tweets classification. In our proposed neural ...

In this paper, we propose a neural network model with a naive rule-based classifier for actionable informative tweets classification. In our proposed neural ...

... Hand-Crafted Features in a Unified Neural Model for Identifying Actionable Informative Tweets ... neural architecture, we exploit the transfer learning features ...

In this paper, we present a unified neural architecture for actionable informative tweet classification. In our proposed model, we exploit the transfer learning ...

Exploiting transfer learning and hand-crafted features in a unified neural model for identifying actionable informative tweets. AN Chy, UA Siddiqua, M Aono.

In this paper, we propose an approach that exploits the benefits of finetuned transformer models for informative tweet identification. Upon extracting features ...

Chy et al. 2020 exploited transfer learning features with a rich ensemble of hand-crafted features which are then fed to a multi-layer perception network. Also,.

Exploiting Transfer Learning and Hand-Crafted Features in a Unified Neural Model for Identifying Actionable Informative Tweets. Abu Nowshed Chy, Umme Aymun ...

Oct 7, 2024 · Exploiting Transfer Learning and Hand-Crafted Features in a Unified Neural Model for Identifying Actionable Informative Tweets. J. Inf ...

In our proposed neural architecture, we exploit the transfer learning features from a pre-trained sentence embeddings model along with a rich set of hand ...