Search Results for author: Ata Kiapour

Found 2 papers, 0 papers with code

Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords

no code implementations14 Jul 2023 Shahriar Golchin, Mihai Surdeanu, Nazgol Tavabi, Ata Kiapour

We propose a novel task-agnostic in-domain pre-training method that sits between generic pre-training and fine-tuning.

A Compact Pretraining Approach for Neural Language Models

no code implementations25 Aug 2022 Shahriar Golchin, Mihai Surdeanu, Nazgol Tavabi, Ata Kiapour

We construct these compact subsets from the unstructured data using a combination of abstractive summaries and extractive keywords.

Domain Adaptation

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