4 papers
Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework
Cong Huy Nguyen, Son Dinh Nguyen, Guanlin Li +8
Automated medical report generation for 3D PET/CT imaging is fundamentally challenged by the high-dimensional nature of volumetric data and a critical scarcity of annotated dataset…
Few-Shot Contrastive Adaptation for Audio Abuse Detection in Low-Resource Indic Languages
Aditya Narayan Sankaran, Reza Farahbakhsh, Noel Crespi
Abusive and hateful speech is increasingly spoken rather than written, surfacing in voice notes, calls, and short-form videos. Most detection systems still transcribe speech to tex…
Global Beats, Local Tongue: Studying Code Switching in K-pop Hits on Billboard Charts
Aditya Narayan Sankaran, Reza Farahbakhsh, Noel Crespi
Code switching, particularly between Korean and English, has become a defining feature of modern K-pop, reflecting both aesthetic choices and global market strategies. This paper i…
Towards Cross-Lingual Audio Abuse Detection in Low-Resource Settings with Few-Shot Learning
Aditya Narayan Sankaran, Reza Farahbakhsh, Noel Crespi
Online abusive content detection, particularly in low-resource settings and within the audio modality, remains underexplored. We investigate the potential of pre-trained audio repr…