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UltraWiki: Ultrafinegrained Entity Set Expansion with Negative Seed Entities Yangning Li, Qingsong LvarXiv:2403.04247v2 [cs.CL] 23 Apr 2024SIGS, Tsinghua University PengCheng LaboratoryTianyu Yu,
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Ultra-fine-grained entity set expansion refers to a detailed process of identifying and grouping entities within a specific dataset, focusing on very granular distinctions to improve accuracy and relevance in data representation.
Entities that operate in regulated industries or those that collect extensive data on consumers or businesses are typically required to file ultra-fine-grained entity set expansions.
To fill out ultra-fine-grained entity set expansion, entities must gather comprehensive data on each entity they represent, categorizing them appropriately, and adhering to the specified formatting and reporting guidelines.
The purpose of ultra-fine-grained entity set expansion is to enhance the precision of data sets, improve reporting accuracy, and ensure compliance with regulatory requirements.
Information that must be reported includes the entity's name, type, location, relevant transactional data, and any identifying information required by regulatory authorities.
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