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- Introduction
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Classroom Contents
Deep CPCFG for Information Extraction
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- 1 - Introduction
- 2 - What is information extraction?
- 3 - Types of information headers, line items, etc
- 4 - Representing document schemas
- 5 - Philosophy of end-to-end deep learning
- 6 - Context free grammars CFG
- 7 - Parsing with deep learning
- 8 - Learning objective and training
- 9 - 2 dimensional parsing
- 10 - Handling noise in the parsing
- 11 - Experimental results
- 12 - Question and answering
