URL details: cpalenmichel.github.io/publication/seqscore/
URL title:
SeqScore: Addressing Barriers to Reproducible Named Entity Recognition Evaluation | Chester Palen-Michel
URL description:
To address a looming crisis of unreproducible evaluation for named entity recognition, we propose guidelines and introduce SeqScore, a software package to improve reproducibility. The guidelines we propose are extremely simple and center around transparency regarding how chunks are encoded and scored. We demonstrate that despite the apparent simplicity of NER evaluation, unreported differences in the scoring procedure can result in changes to scores that are both of noticeable magnitude and statistically si
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