Author

Negacy Hailu

University of Colorado Anschutz

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:deep learning· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Lawrence HunteriD· 2 shared Michael A. BadaiD· 2 shared Asmelash Teka HadguiD· 1 shared Mayla R. BoguslaviD· 1 shared William A. BaumgartneriD· 1 shared

Activity by Year

2019-2021 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 8 mutual co-author links

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2 shared papersBioinformatics

Lawrence HunterORCID

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2 papers

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedDec 17, 2021

Concept Recognition as a Machine Translation Problem

Mayla R. Boguslav, Negacy Hailu, Michael A. Bada…·Lawrence Hunter

This paper explores sequence-to-sequence machine translation for concept recognition in biomedical text, achieving state-of-the-art results on the CRAFT Corpus with lower computational demands.

8 citations

machine learning (classical)benchmarking

𝕏 PostBluesky

BioinformaticsbioRxivPreprintJan 25, 2019

Biomedical Concept Recognition Using Deep Neural Sequence Models

Negacy Hailu, Michael A. Bada, Asmelash Teka Hadgu, Lawrence Hunter

The paper improves biomedical concept recognition using deep neural sequence models, achieving higher F1 scores for ontology concept identification in scientific texts.

7 citations

deep learningbenchmarking

𝕏 PostBluesky