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NiceT: Named Entity Cleaning and Enhancement with Human-in-the-loop | Synapse
March 3, 2026
NiceT: Named Entity Cleaning and Enhancement with Human-in-the-loop
GG
Garima Gaur
IM
Ioana Manolescu
TM
Tenorio, María, Mellado
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Key Points
Enhancement offers notable improvements in named entity recognition accuracy with human input, boosting overall data reliability.
The project leverages data cleaning methods, incorporating algorithms that adapt based on human feedback to optimize performance.
Approach involves a human-in-the-loop strategy to iteratively refine named entities, ensuring higher quality results compared to traditional methods.
Potential applications may lead to improved data processing systems, suggesting further exploration in practical settings.
Abstract
Informal presentation only (not in proceedings)
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Cite This Study
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Gaur et al. (Mon,) studied this question.
synapsesocial.com/papers/69a75ba1c6e9836116a234c2