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Analysis of Systems' Performance in Natural Language Processing Competitions
Collaborative competitions have gained popularity in the scientific and technological fields.
Comparison of classifiers in challenge scheme
For the challenges settings, it is vital to establish the scientific question, the dataset (with adequate quality, quantity, diversity, and complexity), performance metrics, as well as a way to authenticate the participants' results (Gold Standard).
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