167 citations · 1k across the 73 of their papers we have counts for
3 papers · 2 filters
Are you tough enough? Framework for Robustness Validation of Machine Comprehension Systems
Barbara Rychalska, Dominika Basaj, Przemyslaw Biecek
Deep Learning NLP domain lacks procedures for the analysis of model robustness. In this paper we propose a framework which validates robustness of any Question Answering model thro…
Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System
Barbara Rychalska, Dominika Basaj, Przemyslaw Biecek +1
In this paper we present the results of an investigation of the importance of verbs in a deep learning QA system trained on SQuAD dataset. We show that main verbs in questions carr…
How much should you ask? On the question structure in QA systems
Dominika Basaj, Barbara Rychalska, Przemyslaw Biecek +1
Datasets that boosted state-of-the-art solutions for Question Answering (QA) systems prove that it is possible to ask questions in natural language manner. However, users are still…