On guaranteed optimal robust explanations for NLP models
We build on abduction-based explanations for machine learning and develop a method for computing local explanations for neural network models in natural language processing (NLP). Our explanations comprise a subset of the words of the input text that satisfies two key features: optimality w.r.t. a u...
Váldodahkkit: | , , , , |
---|---|
Materiálatiipa: | Conference item |
Giella: | English |
Almmustuhtton: |
International Joint Conferences on Artificial Intelligence
2021
|