We Need to Talk About Classification Evaluation Metrics in NLP

Peter Vickers, Loïc Barrault, Emilio Monti +1

In Natural Language Processing (NLP) classification tasks such as topic categorisation and sentiment analysis, model generalizability is generally measured with standard metrics su…