Author

Mirella Lapata

University of EdinburghORCID 0000-0002-2107-1516Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Jing LiaoiD· 1 shared Malcolm Robert MacleodiD· 1 shared Qianying WangiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Jing LiaoORCID

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1 paper

Recent·Most cited

Risk of Bias Assessment in Preclinical Literature using Natural Language Processing

Qianying Wang, Jing Liao, Mirella Lapata, Malcolm Robert Macleod

This paper applies natural language processing to assess risk of bias in preclinical literature, achieving high F1 scores for several bias items using neural models and BERT.

Research Synthesis Methods · Oct 28, 2021Peer-reviewedBioinformatics