arXiv Open Access 2022

Building a Relation Extraction Baseline for Gene-Disease Associations: A Reproducibility Study

Laura Menotti

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Abstrak

Reproducibility is an important task in scientific research. It is crucial for researchers to compare newly developed systems with the state-of-the-art to assess whether they made a breakthrough. However previous works may not be immediately reproducible, for example due to the lack of source code. In this work we reproduce DEXTER, a system to automatically extract Gene-Disease Associations (GDAs) from biomedical abstracts. The goal is to provide a benchmark for future works regarding Relation Extraction (RE), enabling researchers to test and compare their results.

Topik & Kata Kunci

cs.CL cs.IR q-bio.QM

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Laura Menotti

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Menotti, L. (2022). Building a Relation Extraction Baseline for Gene-Disease Associations: A Reproducibility Study. https://arxiv.org/abs/2207.06226

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Informasi Jurnal

Tahun Terbit: 2022
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓