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Furthermore, these categories (e.g., Person and Organization) are general enough so that the extractors can be used and continuously improve entity extractions on the two aforementioned categories across domains and applications.
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We would expect that by combining CRFs-based models with sophisticated rule based approaches such as the one used by team 179 and extensive lexical resources such as explored by teams 199 and 222 would further improve chemical entity detection results.
It suggests that simple strategies that can be easily implemented such as majority voting could have the potential to significantly improve clinical entity recognition.
It would be highly interesting to see a list of these mutations (maybe as Supplemental data), to help tool developers improve named entity recognition tools.
In this paper we proposed a novel method to compute the semantic similarity between chemical entities, to improve the chemical entity identification in texts.
The chancellor hoped this combination would help resolve a brewing controversy over whether the Engineering Experiment Station should be integrated into Georgia Tech's academic units to improve both entities' competitiveness for federal money.
The chancellor hoped this combination would help resolve a brewing controversy over whether the EES should be integrated into Georgia Tech's academic units to improve both entities' competitiveness for federal money.
The alternating use of ultrasound and anatomy training can improve both entities.
An audit report typically ends with results from the audits and recommendations for improving the entity audited.
"I'm using private capital to improve a public entity that stays public".
After investing in a company, Manchester plays an activist role at the shareholder level to improve how the entity invests in water.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com