– Ireland’s Centre For AI

Publications

Publications

The Future of MLLM Prompting is Adaptive

Year Published: 2025

CeADAR Researchers: Anwesha Mohanty, Venkatesh Balavadhani Parthasarathy, Arsalan Shahid

Abstract

A new preprint for our original research at CeADAR Ireland is out on arXiv: “The Future of MLLM Prompting is Adaptive”

This work presents a comprehensive evaluation of prompt engineering techniques across 13 open-source Multimodal Large Language Models (MLLMs), tested on 24 diverse tasks involving reasoning, alignment, code generation, and factual retrieval.