Eric Lind

Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems

Large transformer models can highly improve Answer Sentence Selection (AS2) tasks, but their high computational costs prevent their use in many real-world applications. In this paper, we explore the following research question: How can we make the AS2 models more accurate without significantly incre…