Showing cs.CLShow all
3 papers · 1 filter
cs.CL2021
Have you tried Neural Topic Models? Comparative Analysis of Neural and Non-Neural Topic Models with Application to COVID-19 Twitter Data
Andrew Bennett, Dipendra Misra, Nga Than
Topic models are widely used in studying social phenomena. We conduct a comparative study examining state-of-the-art neural versus non-neural topic models, performing a rigorous qu…
cs.CL2021
Interactive Learning from Activity Description
Khanh Nguyen, Dipendra Misra, Robert Schapire +2
We present a novel interactive learning protocol that enables training request-fulfilling agents by verbally describing their activities. Unlike imitation learning (IL), our protoc…
cs.CL2018
Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction
Dipendra Misra, Andrew Bennett, Valts Blukis +3
We propose to decompose instruction execution to goal prediction and action generation. We design a model that maps raw visual observations to goals using LINGUNET, a language-cond…