2 papers
cs.CL2020
Parallel Intent and Slot Prediction using MLB Fusion
Anmol Bhasin, Bharatram Natarajan, Gaurav Mathur +1
Intent and Slot Identification are two important tasks in Spoken Language Understanding (SLU). For a natural language utterance, there is a high correlation between these two tasks…
cs.CL2018
A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks
Tushar Semwal, Gaurav Mathur, Promod Yenigalla +1
Transfer Learning (TL) plays a crucial role when a given dataset has insufficient labeled examples to train an accurate model. In such scenarios, the knowledge accumulated within a…