Interpretability in Mathematics and XAI Conference attendances
Language | Английский | ||||
---|---|---|---|---|---|
Participant type | Секционный | ||||
Conference |
The International Conference dedicated to Mathematics in Artificial Intelligence 24-28 Mar 2025 , Сочи |
||||
Authors |
|
||||
Affiliations |
|
Abstract:
We consider one of the central notions of eXplainable Artificial Intelligence, the notion of interpretability. This notion is actively and fruitfully used in mathematics. We discuss recent results on interpretability of object and processes in mathematical and computational linguistics. These two approaches to understanding and interpreting the meaning of a sentence or a text expressed in natural language provide very typical examples of differences between mathematical (theoretical) and computational (practical) models. Some examples of interpretations of models of one type in models of another type are presented.
Cite:
Stukachev A.I.
, Strepetova V.
, Chen L.
, Cao Z.
, Zaitseva U.
Interpretability in Mathematics and XAI
The International Conference dedicated to Mathematics in Artificial Intelligence 24-28 Mar 2025
Interpretability in Mathematics and XAI
The International Conference dedicated to Mathematics in Artificial Intelligence 24-28 Mar 2025