3 papers
cs.AI2026
Edge Phoneme Recognition for Children's Speech through Age-Aware Training
Matthew Arboleda, Ryan Arboleda, Sophie Haak +6
Detecting phonemes from children's speech has historically been difficult due to the scarcity of training data, and unique characteristics of children's speech. During a phoneme de…
cs.CV2025
From Videos to Indexed Knowledge Graphs -- Framework to Marry Methods for Multimodal Content Analysis and Understanding
Basem Rizk, Joel Walsh, Mark Core +1
Analysis of multi-modal content can be tricky, computationally expensive, and require a significant amount of engineering efforts. Lots of work with pre-trained models on static da…
cs.LG2025
Fine-tuning for Better Few Shot Prompting: An Empirical Comparison for Short Answer Grading
Joel Walsh, Siddarth Mamidanna, Benjamin Nye +2
Research to improve Automated Short Answer Grading has recently focused on Large Language Models (LLMs) with prompt engineering and no- or few-shot prompting to achieve best result…