Class Meeting for 10-710 10-27-2011
From Cohen Courses
Revision as of 10:53, 25 October 2011 by Nasmith (talk | contribs) (Created page with 'This is one of the class meetings on the schedule for the course Structured Prediction 10-710 in Fall 2011. === We…')
This is one of the class meetings on the schedule for the course Structured Prediction 10-710 in Fall 2011.
Contents
Weighted Finite-State Transducers
Required Readings
- Parameter Estimation for Probabilistic Finite-State Transducers, J. Eisner, ACL 2002
Optional Readings
- Graphical Models over Multiple Strings, M. Dreyer and J. Eisner, EMNLP 2009
- Latent-Variable Modeling of String Transductions with Finite-State Methods, M. Dreyer, J. Smith, and J. Eisner, EMNLP 2008
- Papers on WFST algorithms are indexed here
Background Readings
- Learning FSA structure: Hidden Markov Model Induction by Bayesian Model Merging, A. Stolcke and S. Omohundro, NIPS 1993
- Connecting to linguistics: A Short History of Two-Level Morphology, L. Karttunen, 2001
