Jason Dowling
6 papers · 2023–2025 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Taxonomy Completionist
(17)
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Cross-Pollinator
(15)
Conferences
ACL (5)
MIDL (1)
Top co-authors
Keywords
encoder-decoder architecture
(2)
chest x-ray
(2)
radiology report
(2)
encoder-decoder model
(2)
multimodal language model
(2)
image captioning
(1)
text summarization
(1)
model merging
(1)
entropy regularization
(1)
electronic health record
(1)
biomedical text
(1)
language model fine-tuning
(1)
sequence-to-sequence model
(1)
radiology report generation
(1)
radiology report summarization
(1)
lay summarization
(1)
lay summary generation
(1)
report generation
(1)
clinical documentation
(1)
multimodal summarization
(1)
Papers
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It
ACL 2025
AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports
ACL 2025
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation
ACL 2024
e-Health CSIRO at โDischarge Me!โ 2024: Generating Discharge Summary Sections with Fine-tuned Language Models
ACL 2024
Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs
MIDL 2024
e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation
ACL 2023