no code implementations • 15 Feb 2024 • Aditya Kommineni, Kleanthis Avramidis, Richard Leahy, Shrikanth Narayanan
We also propose a novel knowledge-guided pre-training objective that accounts for the idiosyncrasies of the EEG signal.
no code implementations • 24 Jan 2024 • Benjamin A. T. Grahama, Lauren Brown, Georgios Chochlakis, Morteza Dehghani, Raquel Delerme, Brittany Friedman, Ellie Graeden, Preni Golazizian, Rajat Hebbar, Parsa Hejabi, Aditya Kommineni, Mayagüez Salinas, Michael Sierra-Arévalo, Jackson Trager, Nicholas Weller, Shrikanth Narayanan
Interactions between the government officials and civilians affect public wellbeing and the state legitimacy that is necessary for the functioning of democratic society.
no code implementations • 6 Nov 2023 • Daniel Yang, Aditya Kommineni, Mohammad Alshehri, Nilamadhab Mohanty, Vedant Modi, Jonathan Gratch, Shrikanth Narayanan
In this work, we propose a formal definition of textual context to motivate a prompting strategy to enhance such contextual information.
no code implementations • 18 Dec 2022 • Tiantian Feng, Rajat Hebbar, Nicholas Mehlman, Xuan Shi, Aditya Kommineni, and Shrikanth Narayanan
Speech-centric machine learning systems have revolutionized many leading domains ranging from transportation and healthcare to education and defense, profoundly changing how people live, work, and interact with each other.