Talks and Panels
| 2016-09-21 | Fast, Fresh, Cheap: Engineering for the Real World, FirstMark's Code Driven Meetup, September 2016 |
| 2012-04-02 | The Power of Place, with Akshay Patil and Ben Lee, 2012 Where 2.0 Conference (partial video) |
| 2011-09-23 | Entities, Relationships, and Semantics: The State of Structured Search, with Daniel Tunkelang, Breck Baldwin, Evan Sandhaus, and Wlodek Zadrozny, at the 2011 O'Reilly Strata Conference. |
| 2011-07-27 | The 20% Solution, with Marc Donner and Zach Lloyd, about the "20% project" culture at Google and the impact it had on our work. |
| 2011-01-19 | The Structured Search Engine, an in-depth look at the collection of projects I worked on at Google, including question answering, Freebase, sentiment analysis, and Google Squared. |
Papers and Publications
| 2017-07-13 | Forecasting Customer Behaviour in Constrained E-Commerce Platforms 8th International Conference on Pattern Recognition Systems, Madrid, Spain, July 2017 |
| 2013-02-06 | Learning to Rank for Spatiotemporal Search Web Search and Data Mining (WSDM), Rome, Italy, February 2013 |
| 2005-05-11 | Thresher: Automating the Unwrapping of Semantic Content from the World Wide Web (PS) (PDF) (PPT) 14th International World Wide Web Conference, Chiba, Japan, May 2005 |
| 2004-05-18 | Wrapper Induction for End-User Semantic Content Development (PS) (PDF) (PPT) At the Interaction and Design in the Semantic Web Workshop, 13th annual World Wide Web Conference, New York, NY |
| 2004-05-13 | Thesis: Tree Pattern Inference and Matching for Wrapper Induction on the World Wide Web (PS) (PDF) (Proposal) |
Other Notes and Papers
| 2004-05-13 | Parallel Clustering of English Verbs into Levin Classes (MIT 6.338/6.863 Joint Final Project Report) (Proposal Presentation) (Progress Report) (Progress Supplement) (Final Presentation) |
| 2003-12-12 | Experiments with Suffix Trees for Extracting Repeating Patterns from Trees (MIT 6.854 Final Project Report) |
| 2003-11-04 | Learning Shifted Automatons |
| 2003-10-17 | Learning Patterns on the World Wide Web (PPT) |
| 2003-06-19 | Syntactic and Semantic Tree Structure in HTML |
| 2003-04-17 | Hierarchical HMMs |
| 2003-04-16 | Extracting from HTML Using TreeBuilder Node IDs |
| 2003-04-10 | Hierarchical, Stochastic Wrapper Induction |
| 2003-03-28 | RDF-aided Wrapper Induction |