Unsupervised Ontology Induction From Text - Microsoft Research

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Unsupervised Ontology Induction From Text - Microsoft Research

Unsupervised Ontology Induction From Text - Microsoft Research

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Extracting Knowledge <strong>From</strong> <strong>Text</strong><br />

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Extracting Knowledge <strong>From</strong> <strong>Text</strong> …… 2

Page 1: Unsupervised Ontology Induction Fro
Page 6 and 7: Extracting Knowledge From Text •
Page 8 and 9: Why Ontology? • Compact represent
Page 10 and 11: This Talk: OntoUSP • Jointly cond
Page 12 and 13: Semantic Parsing IL-4 protein induc
Page 14 and 15: Unsupervised Semantic Parsing • U
Page 16 and 17: Unsupervised Semantic Parsing • U
Page 18 and 19: Unsupervised Semantic Parsing • U
Page 20 and 21: Probabilistic Model for USP • Joi
Page 22 and 23: Inference: Hill-Climb Probability I
Page 24 and 25: Outline • Background: USP • Uns
Page 26 and 27: New Operator: Abstraction MERGE wit
Page 28 and 29: Total vs. Correct Answers 500 400 I
Page 30 and 31: Question-Answer: Example Q: What do