Search Results for author: Heeyoung Lee

Found 6 papers, 1 papers with code

Perturb-and-Compare Approach for Detecting Out-of-Distribution Samples in Constrained Access Environments

1 code implementation19 Aug 2024 Heeyoung Lee, Hoyoon Byun, Changdae Oh, JinYeong Bak, Kyungwoo Song

Accessing machine learning models through remote APIs has been gaining prevalence following the recent trend of scaling up model parameters for increased performance.

Bridging the Gap for Tokenizer-Free Language Models

no code implementations27 Aug 2019 Dokook Choe, Rami Al-Rfou, Mandy Guo, Heeyoung Lee, Noah Constant

Purely character-based language models (LMs) have been lagging in quality on large scale datasets, and current state-of-the-art LMs rely on word tokenization.

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