no code implementations • 16 May 2024 • Anjana Wijekoon, David Corsar, Nirmalie Wiratunga, Kyle Martin, Pedram Salimi
The evolution of Explainable Artificial Intelligence (XAI) has emphasised the significance of meeting diverse user needs.
1 code implementation • 4 Apr 2024 • Nirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, Kyle Martin, Stewart Massie, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe, Anne Liret, Bruno Fleisch
Retrieval-Augmented Generation (RAG) enhances Large Language Model (LLM) output by providing prior knowledge as context to input.
no code implementations • 26 May 2022 • Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon
This information contributes to medical decision-making regarding the patient and plays a crucial role in their healthcare journey.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 13 Sep 2021 • Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
For this purpose a counterfactual explainer needs to discover input dependencies that relate to outcome changes.
no code implementations • 29 Apr 2020 • Nirmalie Wiratunga, Kay Cooper, Anjana Wijekoon, Chamath Palihawadana, Vanessa Mendham, Ehud Reiter, Kyle Martin
For this reason, chatbots have recently been seen in healthcare delivering digital interventions through free text or choice selection.