Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks

Laura Aina, Nikos Voskarides, Roi Blanco

Pre-trained language models (LMs) obtain state-of-the-art performance when adapted to text classification tasks. However, when using such models in real-world applications, efficie…