1 code implementation • 31 Oct 2023 • Mohamed Elgaar, Hadi Amiri
We employ a characterization of linguistic complexity from psycholinguistic and language acquisition research to develop data-driven curricula to understand the underlying linguistic knowledge that models learn to address NLP tasks.
no code implementations • 14 Jul 2023 • Mohamed Elgaar, Hadi Amiri
We introduce the problem of curriculum discovery and describe a curriculum learning framework capable of discovering effective curricula in a curriculum space based on prior knowledge about sample difficulty.
no code implementations • 29 Sep 2021 • Mohamed Elgaar, Hadi Amiri
We describe a curriculum learning framework capable of discovering optimal curricula in addition to performing standard curriculum learning.