Publication: Monitoring named entity recognition: the League Table
Monitoring named entity recognition: the League Table
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Rebholz-Schuhmann, D., Kafkas, S., Kim, J., Jimeno Yepes, A., & Lewin, I. (2013). Monitoring named entity recognition: the League Table. Journal of Biomedical Semantics, 4, 19. https://doi.org/10.1186/2041-1480-4-19
Abstract
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Abstract
Background Named entity recognition (NER) is an essential step in automatic text processing pipelines. A number of solutions have been presented and evaluated against gold standard corpora (GSC). The benchmarking against GSCs is crucial, but left to the individual researcher. Herewith we present a League Table web site, which benchmarks NER solutions against selected public GSCs, maintains a ranked list and archives the annotated corpus for future comparisons. Results The web site enables access to the different GSCs in a standardized
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Creators (Authors)
- Rebholz-Schuhmann, Dietrich
- Kafkas, Senay
- Kim, Jee-hyub
- Jimeno Yepes, Antonio
- Lewin, Ian
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Citations
Rebholz-Schuhmann, D., Kafkas, S., Kim, J., Jimeno Yepes, A., & Lewin, I. (2013). Monitoring named entity recognition: the League Table. Journal of Biomedical Semantics, 4, 19. https://doi.org/10.1186/2041-1480-4-19
