3 papers
cs.HC2026
Using LLMs to Mimic the Conversational Dynamics of Reddit Communities
Vedaant Jain, Yoshee Jain, Ishq Gupta +3
Online communities face a constant battle against toxicity and misinformation. While human moderators struggle to keep pace with the volume of content, LLMs offer a promising solut…
cs.AI2026
Revealing Interpretable Failure Modes of VLMs
Isha Chaudhary, Vedaant V Jain, Kavya Sachdeva +2
Vision-Language Models (VLMs) are increasingly used in safety-critical applications because of their broad reasoning capabilities and ability to generalize with minimal task-specif…
cs.PL2025
Lumos: Let there be Language Model System Certification
Isha Chaudhary, Vedaant Jain, Prineet Parhar +4
We introduce the first principled framework, Lumos, for specifying and formally certifying Language Model System (LMS) behaviors. Lumos is an imperative probabilistic programming D…