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Recall that the i2b2 organizers grouped Overlap and Simultaneous under the same broad relation type.
Thus, classifiers developed for the shared task are only presented with test instances belonging to one of the three broad relation types.
Each instance from the remaining four relations is merged into one of the three broad relation types by inverting the order of its elements.
This tells us that the classifier makes more classification errors as a fine-grained classifier than when used for classifying the three broad relation types, thus in turn verifying that task complexity increases with finer granularity of the relations.
Difference in hydrogeological regimes of the three sampled regions and within each region are consistent with a broad relation between grain size and the concentration of dissolved major cations.
Unlike the shared task, which focuses on three broad relation types (Overlap′, Before′, After′), our system development focuses on the 12 relation types originally used to annotate the i2b2 corpus.
Similar(53)
The United States and Japan "enjoy very deep and broad relations in an alliance to try and help bring and maintain peace and stability" in the region, she said.
It is important to note that the presence of robust time-on-task effects does not conclusively rule out the possibility that there are other relatively broad relations between brain activation and RT variability.
Because our hypotheses concern general and broad relations between psychiatric disorders and CVD risk, which do not seem to be specific to a particular psychiatric disorder or CVD entity, we chose not to limit our search strategy.
The decision tree induction and broader relation types meet the uniqueness and completeness criteria.
The third is that since addition and elaboration are broader relation types, we should consider relaxing our standard for their near node on the decision tree given more experimental evidence showing this need.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com