4 citations · 4 across the 7 of their papers we have counts for
8 papers
Lightweight Language Models are Prone to Reasoning Errors for Complex Computational Phenotyping Tasks
Sarah Pungitore, Shashank Yadav, David Maughan +1
Although computational phenotyping is a central informatics activity with resulting cohorts supporting a wide variety of applications, it is time-intensive because of manual data r…
Failure Modes of Time Series Interpretability Algorithms for Critical Care Applications and Potential Solutions
Shashank Yadav, Vignesh Subbian
Interpretability plays a vital role in aligning and deploying deep learning models in critical care, especially in constantly evolving conditions that influence patient survival. H…
SHREC: A Framework for Advancing Next-Generation Computational Phenotyping with Large Language Models
Sarah Pungitore, Shashank Yadav, Molly Douglas +2
Computational phenotyping is a central informatics activity with resulting cohorts supporting a wide variety of applications. However, it is time-intensive because of manual data r…
PHEONA: An Evaluation Framework for Large Language Model-based Approaches to Computational Phenotyping
Sarah Pungitore, Shashank Yadav, Vignesh Subbian
Computational phenotyping is essential for biomedical research but often requires significant time and resources, especially since traditional methods typically involve extensive m…
Gamified crowd-sourcing of high-quality data for visual fine-tuning
Shashank Yadav, Rohan Tomar, Garvit Jain +3
This paper introduces Gamified Adversarial Prompting (GAP), a framework that crowd-sources high-quality data for visual instruction tuning of large multimodal models. GAP transform…
Socialbots and the Challenges of Cyberspace Awareness
Shashank Yadav
As security communities brace for the emerging social automation based threats, we examine the mechanisms of developing situation awareness in cyberspace and the governance issues…
Political Propagation of Social Botnets: Policy Consequences
Shashank Yadav
The 2016 US election was a watershed event where an electoral intervention by an adversarial state made extensive use of networks of software robots and data driven communications…
Machines & Influence: An Information Systems Lens
Shashank Yadav
Policymakers face a broader challenge of how to view AI capabilities today and where does society stand in terms of those capabilities. This paper surveys AI capabilities and tackl…