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From Learningwithsideinformation

Contents 1 Tutorials 2 Software 3 Bibliography

Tutorials

"Learning with Rich Prior Knowledge"
Presented at the 12th Annual Conference of the International Speech Communication Association (Interspeech 2011)
by Gregory Druck, João Graça, and Kuzman Ganchev.
9:30AM, August 26th, 2011. Caravaggio (Adua 1) - Pala Affari - 1st Floor, Firenze Fiera, Florence, Italy
download slides (PDF, without animations)
Keynote slides available upon request

"Rich Prior Knowledge in Learning for Natural Language Processing"
Presented at The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL 2011)
by Gregory Druck, João Graça, and Kuzman Ganchev.
June 19th, 2011. Portland Marriott Downtown Waterfront, Portland, Oregon, USA
download slides (PDF, with animations) (alternate link, alternate link)
Keynote slides available upon request

Software

• Posterior Regularization Toolkit
  • frameworks: PR
  • models: MaxEnt, DMV, HMM
• MALLET
  • frameworks: GE, PR
  • models: MaxEnt, linear chain CRF

Bibliography

Download Bibliography (PDF)