2 papers
cs.LG2019
One-vs-All Models for Asynchronous Training: An Empirical Analysis
Rahul Gupta, Aman Alok, Shankar Ananthakrishnan
Any given classification problem can be modeled using multi-class or One-vs-All (OVA) architecture. An OVA system consists of as many OVA models as the number of classes, providing…
cs.CL2017
SLING: A framework for frame semantic parsing
Michael Ringgaard, Rahul Gupta, Fernando C. N. Pereira
We describe SLING, a framework for parsing natural language into semantic frames. SLING supports general transition-based, neural-network parsing with bidirectional LSTM input enco…