Mining Structures of Factual Knowledge from Text: An Effort-Light Approach - Synthesis Lectures on Data Mining and Knowledge Discovery

Investigates the principles and methodologies of mining structures of factual knowledge from massive, unstructured text corpora. This 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.