Graduate Student
Language Technologies Institute
School of Computer Science
Carnegie Mellon University
scohen [strudel] cs.cmu.edu
224 Smith Hall
412-268-2894
About Me
I am a graduate student interested in computational linguistics (and specifically, statistical parsing) and machine learning. My advisor is Noah Smith and our group's page can be found here.
Before coming to CMU, I completed a Bachelor's degree (Mathematics and Computer Science) and a Master's degree (Computer Science) in Tel-Aviv University.
Publications
- Unsupervised Bayesian Parameter Estimation for Probabilistic Grammars, Shay B. Cohen, Kevin Gimpel and Noah A. Smith, In NIPS 2008 (to appear) [code]
- Dynamic Programming Algorithms as Products of Weighted Logic Programs, Shay B. Cohen, Robert J. Simmons and Noah A. Smith, In ICLP 2008 [tech-report]
- Joint Morphological and Syntactic Disambiguation, Shay B. Cohen and Noah A. Smith, In EMNLP 2007 [pdf]
- Feature Selection Via Coalitional Game Theory, Shay B. Cohen, Gideon Dror and Eytan Ruppin, In Neural Computation 19:7, 2007 [pdf]
- Feature Selection Based on the Shapley Value, Shay B. Cohen, Gideon Dror and Eytan Ruppin, In IJCAI 2005 [pdf]
Technical Reports and Others
- Products of Weighted Logic Programs, Shay B. Cohen, Robert J. Simmons and Noah A. Smith, Technical Report, CMU-LTI-08-009 [pdf]
Software
- dageem - code for unsupervised grammar induction using logistic normal prior.
Last modified: September, 2008.