3 papers
cs.AI2026
From Features to Actions: Explainability in Traditional and Agentic AI Systems
Sindhuja Chaduvula, Jessee Ho, Kina Kim +6
Over the last decade, Explainable AI has primarily focused on interpreting individual model predictions, producing post-hoc explanations that relate inputs to outputs under a fixed…
cs.CL2025
The Rise of Small Language Models in Healthcare: A Comprehensive Survey
Muskan Garg, Shaina Raza, Shebuti Rayana +2
Despite substantial progress in healthcare applications driven by large language models (LLMs), growing concerns around data privacy, and limited resources; the small language mode…
cs.CL2024
Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text
Muskan Garg, MSVPJ Sathvik, Amrit Chadha +2
The social NLP research community witness a recent surge in the computational advancements of mental health analysis to build responsible AI models for a complex interplay between…