2 citations · 4 across the 11 of their papers we have counts for
3 papers · 1 filter
Enhancing Health Data Interoperability with Large Language Models: A FHIR Study
Yikuan Li, Hanyin Wang, Halid Yerebakan +2
In this study, we investigated the ability of the large language model (LLM) to enhance healthcare data interoperability. We leveraged the LLM to convert clinical texts into their…
Supervised Understanding of Word Embeddings
Halid Ziya Yerebakan, Parmeet Bhatia, Yoshihisa Shinagawa
Pre-trained word embeddings are widely used for transfer learning in natural language processing. The embeddings are continuous and distributed representations of the words that pr…
Hierarchical Latent Word Clustering
Halid Ziya Yerebakan, Fitsum Reda, Yiqiang Zhan +1
This paper presents a new Bayesian non-parametric model by extending the usage of Hierarchical Dirichlet Allocation to extract tree structured word clusters from text data. The inf…