3 papers
cs.CL2022
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis
Sabyasachi Kamila, Walid Magdy, Sourav Dutta +1
Aspect Based Sentiment Analysis is a dominant research area with potential applications in social media analytics, business, finance, and health. Prior works in this area are prima…
cs.CL2022
Aligned Weight Regularizers for Pruning Pretrained Neural Networks
James O' Neill, Sourav Dutta, Haytham Assem
While various avenues of research have been explored for iterative pruning, little is known what effect pruning has on zero-shot test performance and its potential implications on…
cond-mat.mes-hall2020
An Ising Hamiltonian Solver using Stochastic Phase-Transition Nano- Oscillators
Sourav Dutta, Abhishek Khanna, Adou S. Assoa +5
Computationally hard problems, including combinatorial optimization, can be mapped into the problem of finding the ground-state of an Ising Hamiltonian. Building physical systems w…