no code implementations • 29 Feb 2024 • Maxime Darrin, Philippe Formont, Jackie Chi Kit Cheung, Pablo Piantanida
Assessing the quality of summarizers poses significant challenges.
no code implementations • 20 Feb 2023 • Maxime Darrin, Guillaume Staerman, Eduardo Dadalto Câmara Gomes, Jackie CK Cheung, Pablo Piantanida, Pierre Colombo
More importantly, we show that the usual choice (the last layer) is rarely the best one for OOD detection and that far better results could be achieved if the best layer were picked.
no code implementations • 18 Dec 2022 • Maxime Darrin, Pablo Piantanida, Pierre Colombo
In this work, we focus on leveraging soft-probabilities in a black-box framework, i. e. we can access the soft-predictions but not the internal states of the model.