8 citations · 9 across the 4 of their papers we have counts for
4 papers
Patient-Centred Explainability in IVF Outcome Prediction
Adarsa Sivaprasad, Ehud Reiter, David McLernon +3
This paper evaluates the user interface of an in vitro fertility (IVF) outcome prediction tool, focussing on its understandability for patients or potential patients. We analyse fo…
Automatic Metrics in Natural Language Generation: A Survey of Current Evaluation Practices
Patrícia Schmidtová, Saad Mahamood, Simone Balloccu +6
Automatic metrics are extensively used to evaluate natural language processing systems. However, there has been increasing focus on how they are used and reported by practitioners…
Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models
Adarsa Sivaprasad, Ehud Reiter
This paper addresses the unique challenges associated with uncertainty quantification in AI models when applied to patient-facing contexts within healthcare. Unlike traditional eXp…
Evaluation of Human-Understandability of Global Model Explanations using Decision Tree
Adarsa Sivaprasad, Ehud Reiter, Nava Tintarev +1
In explainable artificial intelligence (XAI) research, the predominant focus has been on interpreting models for experts and practitioners. Model agnostic and local explanation app…