Search Results for author: Hojun Choi

Found 3 papers, 2 papers with code

Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models

1 code implementation7 Aug 2023 Seungcheol Park, Hojun Choi, U Kang

As a result, K-prune shows significant accuracy improvements up to 58. 02%p higher F1 score compared to existing retraining-free pruning algorithms under a high compression rate of 80% on the SQuAD benchmark without any retraining process.

Language Modelling Model Compression

A Queueing Model of Patient Flow for Stroke Networks to Estimate Acute Stroke Transfer Capacity

no code implementations14 Feb 2022 Hojun Choi, Ohad Perry, Jane Holl, Shyam Prabhakaran

Data simulations of the model, using a base case and an expanded case, were performed to illustrate the effects of changing key parameters, such as transfer rates from PSCs and CSC Neuro-ICU capacity on overflow capacity.

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