SHAP-Based Explanation Methods: A Review for NLP Interpretability.

Edoardo Mosca Ferenc Szigeti Stella Tragianni Daniel Gallagher Georg Groh

Published in: COLING (2022)

Keyphrases

significant improvement
computational cost
empirical studies
database
real time
bayesian networks
natural language processing
co occurrence
question answering
machine learning methods
computationally expensive
qualitative and quantitative
text analysis