2 papers
cs.CL2021
A Framework for Rationale Extraction for Deep QA models
Sahana Ramnath, Preksha Nema, Deep Sahni +1
As neural-network-based QA models become deeper and more complex, there is a demand for robust frameworks which can access a model's rationale for its prediction. Current technique…
cs.CL2020
Towards Interpreting BERT for Reading Comprehension Based QA
Sahana Ramnath, Preksha Nema, Deep Sahni +1
BERT and its variants have achieved state-of-the-art performance in various NLP tasks. Since then, various works have been proposed to analyze the linguistic information being capt…