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KELVIN: a tool for automated knowledge base construction
We present KELVIN, an automated system for processing a large text corpus and distilling a knowledge base about persons, organizations, and locations. We have tested the KELVIN system on several corpora, including: (a) the ...
A Context-Aware Approach to Entity Linking
(Association for Computational Linguistics, 2012-06-07)
Entity linking refers to the task of assigning mentions in documents to their corresponding knowledge base entities. Entity linking is a central step in knowledge base population. Current entity linking systems do not ...
Cross-Document Coreference Resolution: A Key Technology for Learning by Reading
Automatic knowledge base population from text is an important technology for a broad range of approaches to learning by reading. Effective automated knowledge base population depends critically upon coreference resolution ...