Evaluating Text Summaries Generated by Large Language Models Using OpenAI's GPT

no code implementations • 7 May 2024 • Hassan Shakil, Atqiya Munawara Mahi, Phuoc Nguyen, Zeydy Ortiz, Mamoun T. Mardini

This research examines the effectiveness of OpenAI's GPT models as independent evaluators of text summaries generated by six transformer-based models from Hugging Face: DistilBART, BERT, ProphetNet, T5, BART, and PEGASUS.

Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning

no code implementations • 26 Jul 2020 • Mamoun T. Mardini, Subhash Nerella Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini

We built deep learning networks to extract spatial and temporal representations from the time-series data, and used them to recognize PA type and estimate EE.

Time Series Time Series Analysis