4 papers
GRID: Scaling Task-Agnostic Inference in Continual Prompt Tuning
Anushka Tiwari, Sayantan Pal, Rohini K. Srihari +1
Prompt-based continual learning (CL) offers a parameter-efficient way to adapt large language models (LLMs) across task sequences. However, existing methods often rely on task-awar…
ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents
Navid Madani, Rohini Srihari
Large language models (LLMs) increasingly power mental-health chatbots, yet the field still lacks a scalable, theory-grounded way to decide which model is most effective to deploy.…
Beyond Discrete Personas: Personality Modeling Through Journal Intensive Conversations
Sayantan Pal, Souvik Das, Rohini K. Srihari
Large Language Models (LLMs) have significantly improved personalized conversational capabilities. However, existing datasets like Persona Chat, Synthetic Persona Chat, and Blended…
A Recipe For Building a Compliant Real Estate Chatbot
Navid Madani, Anusha Bagalkotkar, Supriya Anand +3
In recent years, there has been significant effort to align large language models with human preferences. This work focuses on developing a chatbot specialized in the real estate d…