2 papers
cs.CL2024
Interactive Machine Teaching by Labeling Rules and Instances
Giannis Karamanolakis, Daniel Hsu, Luis Gravano
Weakly supervised learning aims to reduce the cost of labeling data by using expert-designed labeling rules. However, existing methods require experts to design effective rules in…
cs.IR2016
Audio-based Distributional Semantic Models for Music Auto-tagging and Similarity Measurement
Giannis Karamanolakis, Elias Iosif, Athanasia Zlatintsi +2
The recent development of Audio-based Distributional Semantic Models (ADSMs) enables the computation of audio and lexical vector representations in a joint acoustic-semantic space.…