6 citations · 13 across the 4 of their papers we have counts for
4 papers
Ace-CEFR -- A Dataset for Automated Evaluation of the Linguistic Difficulty of Conversational Texts for LLM Applications
David Kogan, Max Schumacher, Sam Nguyen +4
There is an unmet need to evaluate the language difficulty of short, conversational passages of text, particularly for training and filtering Large Language Models (LLMs). We intro…
Latent Space Simulation for Carbon Capture Design Optimization
Brian Bartoldson, Rui Wang, Yucheng Fu +5
The CO2 capture efficiency in solvent-based carbon capture systems (CCSs) critically depends on the gas-solvent interfacial area (IA), making maximization of IA a foundational chal…
Grid Search Hyperparameter Benchmarking of BERT, ALBERT, and LongFormer on DuoRC
Alex John Quijano, Sam Nguyen, Juanita Ordonez
The purpose of this project is to evaluate three language models named BERT, ALBERT, and LongFormer on the Question Answering dataset called DuoRC. The language model task has two…
Attend and Decode: 4D fMRI Task State Decoding Using Attention Models
Sam Nguyen, Brenda Ng, Alan D. Kaplan +1
Functional magnetic resonance imaging (fMRI) is a neuroimaging modality that captures the blood oxygen level in a subject's brain while the subject either rests or performs a varie…