Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: SeqScore: Addressing Barriers to Reproducible Named Entity Recognition
  Evaluation   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 significant. We describe
SeqScore, which addresses many of the issues that cause replication failures.

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The categories of this paper are: cond-mat
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The categories of this paper are: funct-an
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The categories of this paper are: hep-lat
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The categories of this paper are: hep-ex
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The categories of this paper are: q-bio
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The categories of this paper are: alg-geom
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The categories of this paper are: math
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The categories of this paper are: hep-ph
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The categories of this paper are: patt-sol
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The categories of this paper are: nucl-th
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The categories of this paper are: q-fin
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The categories of this paper are: eess
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The categories of this paper are: comp-gas
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The categories of this paper are: adap-org
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The categories of this paper are: math-ph
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The categories of this paper are: chem-ph