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01/26/2023
Learning Modulo Theories
Recent techniques that integrate solver layers into Deep Neural Networks...
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06/01/2022
Order-sensitive Shapley Values for Evaluating Conceptual Soundness of NLP Models
Previous works show that deep NLP models are not always conceptually sou...
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11/02/2020
Abstracting Influence Paths for Explaining (Contextualization of) BERT Models
While "attention is all you need" may be proving true, we do not yet kno...
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05/03/2020
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models
LSTM-based recurrent neural networks are the state-of-the-art for many n...
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07/31/2018