3 papers
cs.CL2026
Elderly-Contextual Data Augmentation via Speech Synthesis for Elderly ASR
Minsik Lee, Seoi Hong, Chongmin Lee +4
Despite recent progress in automatic speech recognition (ASR), elderly ASR (EASR) remains challenging due to limited training data and the distinct acoustic and linguistic characte…
cs.CL2024
Improving Commonsense Bias Classification by Mitigating the Influence of Demographic Terms
JinKyu Lee, Jihie Kim
Understanding commonsense knowledge is crucial in the field of Natural Language Processing (NLP). However, the presence of demographic terms in commonsense knowledge poses a potent…
cs.LG2024
Provably Robust Pre-Trained Ensembles for Biomarker-Based Cancer Classification
Chongmin Lee, Jihie Kim
Certain cancer types, notably pancreatic cancer, are difficult to detect at an early stage, motivating robust biomarker-based screening. Liquid biopsies enable non-invasive monitor…