Towards a Diagnostic and Predictive Evaluation Methodology for Sequence Labeling Tasks

Elena Alvarez-Mellado, Julio Gonzalo

Standard evaluation in NLP typically indicates that system A is better on average than system B, but it provides little info on how to improve performance and, what is worse, it sh…