Dr Mel Mistica
Senior Research Fellow, Data Specialist
School of Computing and Information Systems
21 Scholarly works
1 Projects
HIGHLIGHTS
2026
Conference Proceedings
On the Interplay between Human Label Variation and Model Fairness
DOI: 10.18653/v1/2026.findings-eacl.502026
Journal article
Training and Evaluating with Human Label Variation: An Empirical Study
DOI: 10.1162/COLI.a.5782025
Journal article
Climate-related disaster risk in Australia: Are risks higher for disadvantaged households?
DOI: 10.1016/j.ecolecon.2025.1086862025
Conference Proceedings
Legal Judgment Prediction Through Argument Analysis
DOI: 10.1007/978-981-96-0348-0_42024
Journal article
A natural language model to automate scoring of autobiographical memories
DOI: 10.3758/s13428-024-02385-52024
Journal article
Persuasive legal writing using large language models
DOI: 10.53300/001c.1241162020
Research contracts (non-grants)
AI for Decision Making - Virtual Imagination - Research Problem 19: Uncertainty and Deception in Multi-Agent Open AI Gym Environments
RECENT SCHOLARLY WORKS
2024
Conference Proceedings
To Aggregate or Not to Aggregate. That is the Question: A Case Study on Annotation Subjectivity in Span Prediction
DOI: 10.18653/v1/2024.wassa-1.292023
Book Chapter
Word classes in computational linguistics and artificial intelligence
DOI: 10.1093/oxfordhb/9780198852889.013.412023
Conference Proceedings
Do We Need Subject Matter Experts? A Case Study of Measuring Up GPT-4 Against Scholars in Topic Evaluation
2022
Book Chapter
Inferring value: A multiscalar analysis of landscape character assessments
DOI: 10.5334/bcs.i