  This paper describes Toronto Metropolitan University's participation in the
TREC Clinical Trials Track for 2023. As part of the tasks, we utilize advanced
natural language processing techniques and neural language models in our
experiments to retrieve the most relevant clinical trials. We illustrate the
overall methodology, experimental settings, and results of our implementation
for the run submission as part of Team - V-TorontoMU.
