Author

Erwan Moreau

Trinity College DublinORCID 0000-0001-7692-526XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:contrastive learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Declan O’SullivaniD· 2 shared Mark HeveriniD· 2 shared Orla M. HardimaniD· 2 shared

Activity by Year

2021-2024 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersBioinformatics

Declan O’SullivanORCID

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2 papers

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedSep 16, 2024

Mining impactful discoveries from the biomedical literature

Erwan Moreau, Orla M. Hardiman, Mark Heverin, Declan O’Sullivan

This paper introduces a method to mine past discoveries from the biomedical literature by detecting surges in relation prevalence over time, providing a benchmark dataset for Literature-Based Discovery evaluation.

4 citations

statistical modelbenchmarking

𝕏 PostBluesky

BioinformaticsbioRxivPreprintSep 22, 2021

Literature-Based Discovery beyond the ABC paradigm: a contrastive approach

Erwan Moreau, Orla M. Hardiman, Mark Heverin, Declan O’Sullivan

This paper introduces a contrastive approach to Literature-Based Discovery (LBD) to improve relation identification between concepts in biomedical literature, demonstrating its effectiveness through case studies on neurodegenerative diseases.

1 citation

contrastive learningbenchmarking

𝕏 PostBluesky