Prof Eduard Hovy
Executive Director, Melbourne Connect
Office of the DVC Research
481 Scholarly works
5 Projects
HIGHLIGHTS
2026
Journal article
Deep learning based visually rich document content understanding: a survey
DOI: 10.1007/s10462-025-11477-32026
Journal article
Control Illusion: The Failure of Instruction Hierarchies in Large Language Models
DOI: 10.1609/aaai.v40i36.403392025
Conference Proceedings
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information
DOI: 10.18653/v1/2025.acl-long.8062025
Conference Proceedings
Legal Judgment Prediction Through Argument Analysis
DOI: 10.1007/978-981-96-0348-0_42024
Research grants (ARC, NHMRC, MRFF)
Whose Care Is Left Behind? A Multi-Level Collective Strategy to Address Structural Inequalities in New Models of Care With Priority Populations
2023
Research grants (other domestic)
Misinformation in the Era of ChatGPT
2021
Research contracts (non-grants)
DAIRNET - Sciacca
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning
DOI: 10.18653/v1/2025.findings-acl.2562025
Conference Proceedings
Decomposed Opinion Summarization with Verified Aspect-Aware Modules
DOI: 10.18653/v1/2025.findings-acl.12732025
Conference Proceedings
Can a Neural Model Guide Fieldwork? A Case Study on Morphological Data Collection
2025
Conference Proceedings
Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability
DOI: 10.18653/v1/2025.naacl-demo.232025
Conference Proceedings
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering
DOI: 10.18653/v1/2025.findings-acl.8722024
Journal article
Factuality challenges in the era of large language models and opportunities for fact-checking
DOI: 10.1038/s42256-024-00881-z
RECENT PROJECTS
2025
Research contracts (non-grants)
Memorandum of Understanding Between UoM-FEIT and RIKEN-AIP
2025
Research contracts (non-grants)
Manufacturing-Specialized Foundation Model (MFM) Core Technology Development