Prof Tim Baldwin
Professor
School of Computing and Information Systems
564 Scholarly works
42 Projects
HIGHLIGHTS
2026
Journal article
AI security beyond core domains: resume screening as a case study of adversarial vulnerabilities in specialized LLM applications
DOI: 10.1007/s13042-026-03260-92026
Journal article
Comparing pathway-informed polygenic risk score strategies on a multi-cohort evaluation of amyloid-β positivity
DOI: 10.1038/s41598-026-66621-y2026
Journal article
Training and Evaluating with Human Label Variation: An Empirical Study
DOI: 10.1162/COLI.a.5782026
Conference Proceedings
Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling
DOI: 10.18653/v1/2026.findings-acl.21032020
Research Contracts
Calibration Development of Natural Language Processing for Technical Terms
2018
Research grants (ARC, NHMRC, MRFF)
Arc Training Centre in Cognitive Computing for Medical Technologies (Arc - Central Operating)
2018
Research Grant
Arc Training Centre in Cognitive Computing for Medical Technologies (Arc - Stream 1 & 2)
RECENT SCHOLARLY WORKS
2026
Conference Proceedings
On the Interplay between Human Label Variation and Model Fairness
DOI: 10.18653/v1/2026.findings-eacl.502026
Conference Proceedings
Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval-Augmented Generation
DOI: 10.18653/v1/2026.findings-acl.3382026
Conference Proceedings
COMMUNITYNOTES: A Dataset for Exploring the Helpfulness of Fact-Checking Explanations
DOI: 10.18653/v1/2026.findings-eacl.712026
Conference Proceedings
SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning
DOI: 10.18653/v1/2026.eacl-long.3662026
Conference Proceedings
Uncertainty Quantification for Large Language Models
DOI: 10.1007/978-3-032-21321-1_72026
Conference Proceedings
Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models
DOI: 10.18653/v1/2026.acl-long.536
RECENT PROJECTS
2018
Research Grant
Arc Training Centre in Cognitive Computing for Medical Technologies (Ibm - Central Operating)
2018
Research Grant
Arc Training Centre in Cognitive Computing for Medical Technologies (Arc - Stream 3)