Search Results for author: Alexei Figueroa

Found 2 papers, 1 papers with code

Generalist embedding models are better at short-context clinical semantic search than specialized embedding models

1 code implementation3 Jan 2024 Jean-Baptiste Excoffier, Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Keno Bressem, Matthieu Ortala

The increasing use of tools and solutions based on Large Language Models (LLMs) for various tasks in the medical domain has become a prominent trend.

KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads

no code implementations LREC 2022 Benjamin Winter, Alexei Figueroa, Alexander Löser, Felix Alexander Gers, Amy Siu

We apply KIMERA to BERT-base to evaluate the extent of the domain transfer and also improve on the already strong results of BioBERT in the clinical domain.

Information Retrieval Model Compression +1

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