Difference between revisions of "Syllabus for Information Extraction 10-707 in Fall 2010"
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* Mon 10/4: [[Class Meeting for 10-707 10/4/2010|Perceptrons as margin learners]] | * Mon 10/4: [[Class Meeting for 10-707 10/4/2010|Perceptrons as margin learners]] | ||
| + | * Wed 10/6: [[Class Meeting for 10-707 10/6/2010|Ranking perceptrons and NER]] | ||
| + | * Fri 10/8: no class, but | ||
** [[Assignment 2 for 10-707 in Fall 2010|'''One or two page team proposal for project due''']] | ** [[Assignment 2 for 10-707 in Fall 2010|'''One or two page team proposal for project due''']] | ||
| − | |||
* Mon 10/11: [[Class Meeting for 10-707 10/11/2010|Long-range dependencies and general CRFs]] | * Mon 10/11: [[Class Meeting for 10-707 10/11/2010|Long-range dependencies and general CRFs]] | ||
** Student presentation | ** Student presentation | ||
Revision as of 10:14, 4 October 2010
This is the syllabus for Information Extraction 10-707 in Fall 2010. The slides available may be out of date (from the last version of the class) but will be updated after each lecture.
Contents
September
- Wed 9/8: Organizational meeting and overview of IE
- Mon 9/13: Overview of Relation Extraction and Some Case Studies
- Wed 9/15: NER via classification
- Mon 9/20: HMMs, CMMs, and MEMMs
- Wed 9/22: Linear-chain CRFs
- Mon 9/27: Meta-learning: Stacking and Sequential Models
- Wed 9/29: Meta-learning: Searn for Sequential Classification
October
- Mon 10/4: Perceptrons as margin learners
- Wed 10/6: Ranking perceptrons and NER
- Fri 10/8: no class, but
- Mon 10/11: Long-range dependencies and general CRFs
- Student presentation
- Wed 10/13: Relation extraction with kernels
- Student presentation
- Mon 10/18: More relation and fact extraction
- Student presentation
- Wed 10/20: IE and reasoning 1 - WHIRL
- Student presentation
- Mon 10/25: IE and reasoning 2 - Joint inference and MLNs
- Student presentation
- Wed 10/27: IE and Reasoning 3 - Joint Inference and Bootstrapping
- Student presentation
November
- Mon 11/1: Overview of Bootstrapping; the KnowItAll system
- Student presentation
- Wed 11/3: The TextRunner system
- Student presentation
- Two page status update on project due
- Mon 11/8: TBD
- Student presentation
- Wed 11/10: TBD
- Student presentation
- Mon 11/15: Graph-based methods for set expansion 1
- Student presentation
- Wed 11/17: Graph-based methods for set expansion 2
- Student presentation
- Mon 11/22: TBD
- Wed 11/24: Thanksgiving--no class
- Mon 11/29: TBD
December
- Wed 12/1: Project presentations
- Mon 12/6: Project presentations.
- Wed 12/8: Project presentations.
- Fri 12/10: Final project writeup is due.
- Your writeup should be submitted in the format used by the ICML 2009 Conference, which is 8 pp double-column. You should send your paper to me via email by midnight Samoa time on 12/11.
