Hi, I am yanchuan (you can call me yc). I am a first year LTI PhD student from Singapore. You can find out more about me at http://www.yanchuan.sg.
I am interested in learning structured prediction techniques to help in NLP tasks.
Amir Globerson, Terry Y. Ko, Xavier Carreras, Michael Collins. 2007. Exponentiated Gradient Algorithms for Log Linear Structured Prediction. In ICML 2007
Alan Ritter, Sam Clark, Mausam, Oren Etzioni. 2011. Named Entity Recognition in Tweets: An Experimental Study. In EMNLP 2011
Jenny Rose Finkel and Christopher Manning. 2009. Nested Named Entity Recognition. In EMNLP 2009
Dekang Lin and Xiaoyun Wu. 2009. Phrase Clustering for Discriminative Learning. In ACL 2009
For Nov 2 deadline:
Ben Taskar, Dan Klein, Michael Collins, Daphne Koller, and Chris Manning. Max-margin Parsing. In EMNLP 2004
CYK Parsing method
For Nov 30 deadline:
William P. Headden III, Mark Johnson, David McClosky. Improving Unsupervised Dependency Parsing with Richer Conetxts and Smoothing. In NAACL 2009
Inside Outside algorithm