Mining Structures of Factual Knowledge from Text : An Effort-Light Approach
Book Details
Format
Paperback / Softback
ISBN-10
3031007840
ISBN-13
9783031007842
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 26th, 2018
Print length
183 Pages
Product Classification:
Probability & statisticsData miningExpert systems / knowledge-based systems
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Departing from many existing structure extraction methods that have heavy reliance on human annotated data for model training, our effort-light approach leverages human-curated facts stored in external knowledge bases as distant supervision and exploits rich data redundancy in large text corpora for context understanding.
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