Harish Karnick

Distributional Semantics Meets Multi-Label Learning

2019 · Proceedings of the AAAI Conference on Artificial Intelligence

We present a label embedding based approach to large-scale multi-label learning, drawing inspiration from ideas rooted in distributional semantics, specifically the Skip Gram Negative Sampling (SGNS) approach, widely used to learn word embeddings. Besides leading …