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Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals.
Yair Ori Gat
Nitay Calderon
Amir Feder
Alexander Chapanin
Amit Sharma
Roi Reichart
Published in:
CoRR (2023)
Keyphrases
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black box
metamodel
black boxes
causal models
white box
natural language processing
training set
generating explanations
object oriented
explanatory power
hybrid systems
process model
white box testing
data sets
question answering
intelligent systems
text mining
probabilistic model
case study
neural network