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Hossein Rouhizadeh on Muck Rack

Hossein Rouhizadeh

As seen in: BioRxiv, medRxiv
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Articles

Large Language Models Struggle to Encode Medical Concepts - A Multilingual Benchmarking and Comparative Analysis

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By Hossein Rouhizadeh, Anthony Yazdani, Boya Zhang, David Alvarez, David Álvarez Verified
| medRxiv
The authors have declared no competing interest. Innosuisse - project no.: 55441.1 IP ICT I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.
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BioWiC: An Evaluation Benchmark for Biomedical Concept Representation

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By Irina Nikishina, Hossein Rouhizadeh, Anthony Yazdani, Alban Bornet
| BioRxiv
Abstract Due to the complexity of the biomedical domain, the ability to capture semantically meaningful representations of terms in context is a long-standing challenge. Despite important progress in the past years, no evaluation benchmark has been developed to evaluate how well language models represent biomedical concepts according to their corresponding context.
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