Search Results for author: Mohamed Elgaar

Found 3 papers, 1 papers with code

Ling-CL: Understanding NLP Models through Linguistic Curricula

1 code implementation31 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.

Language Acquisition

HuCurl: Human-induced Curriculum Discovery

no code implementations14 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.

Curriculum Discovery through an Encompassing Curriculum Learning Framework

no code implementations29 Sep 2021 Mohamed Elgaar, Hadi Amiri

We describe a curriculum learning framework capable of discovering optimal curricula in addition to performing standard curriculum learning.

Natural Language Inference text-classification +1

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