about
Second-year Ph.D. student at MIT/Columbia studying with Professor Michael Collins. My focus is on specialized inference techniques for Natural Language Processing.
publications
- Alexander M. Rush and Michael Collins. Dual Decomposition for Natural Language Processing (Draft). Tutorial at NIPS 2011. [slides] Tutorial at ACL 2011. [slides]
- Alexander M. Rush and Michael Collins. Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation. To appear proceedings of ACL 2011. [slides]
- Terry Koo, Alexander M. Rush, Michael Collins, Tommi Jaakkola, and David Sontag. Dual Decomposition for Parsing with Non-Projective Head Automata. Proceedings of EMNLP 2010. [slides] Best Paper Award
- Alexander M. Rush, David Sontag, Michael Collins, and Tommi Jaakkola On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing. Proceedings of EMNLP 2010. [slides]
- Rebecca Nesson, Stuart M. Shieber, and Alexander M. Rush. Induction of probabilistic synchronous tree-insertion grammars for machine translation. In Proceedings of the 7th Conference of the Association for Machine Translation in the Americas (AMTA 2006), Boston, Massachusetts, 8-12 August 2006.
work
I work and code with Slav Petrov at the other natural language researchers at Google NY.
In 2010, I interned with the ISI Natural Language Group . I collaborated primarily with Liang Huang on machine translation.
From 2007-2009, I hacked at Facebook. During that time, I helped develop Facebook Platform and Connect as well as many other fun projects.
teaching
While at Harvard University, I was a teaching assistant for CS 181: Intelligent Machines: Perception, Learning and Uncertainty with Avi Pfeffer, CS 182: Intelligent Machines: Reasoning, Actions, and Plans with David Parkes, and QR 48: Bits with Harry Lewis and Hal Abelson.