NLP Reading Group

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The reading group attempts to keep abreast of current trends in natural language processing research. We typically read one or two recent NLP conference papers each week, and occasionally look at material from the machine learning, statistics, and linguistics communities as well.

Starting in 2008, we will be posting the weekly readings here. Past readings since 2001 will be posted shortly.

Summer 2007

Date/Time Presenter Paper(s) Supporting Papers/Notes
May. 10 David Smith M. Johnson, T. Griffiths, and S. Goldwater

Bayesian Inference for PCFGs via Markov Chain Monte Carlo

HLT/NAACL 2007

Spring 2007

Date/Time Presenter Paper(s) Supporting Papers/Notes
Apr. 19 John Blatz A. Prieditis

Machine discovery of Effective Admissible Heuristics

Machine Learning Journal, 1993

Apr. 12 Markus Dreyer A. Haghighi, J. DeNero and D. Klein

Approximate Factoring for A* Search

NAACL-HLT 2007

Mar. 29 & Apr. 5 Zhifei Li H. Daume III, J. Langford, and D. Marcu

Search-based structured prediction.

Machine Learning Journal, forthcoming

Mar. 8 David Smith H. Daume III & D. Marcu

Learning as search optimization: approximate large margin methods for structured prediction.

ICML 2005

Mar. 1 Wei Chen M. Kaisser, S. Scheible, and B. Webber

Experiments at the University of Edinburgh for the TREC 2006 QA track.

TREC-15