USC
University of Southern California

USC/ISI Natural Language Group

NLP Reading Group

Fridays, 2:00 PM, 9th Floor CR

Fall 2009

DateModeratorPaper
Nov 20 Dirk Hovy Semantic-based Estimation of Term Informativeness
(Kirill Kireyev) [pdf]
Nov 6 Oana Nicolov A fully Bayesian approach to unsupervised part-of-speech tagging.
(Sharon Goldwater and Thomas L. Griffiths) [pdf]
Oct 23 Ashish Vaswani Better Alignments = Better Translations?
(Kuzman Ganchev, Joao Graca, Ben Taskar) [pdf]
Oct 16 Ashish Vaswani Organizational meeting

Summer 2009

DateModeratorPaper
July 10 Steve DeNeefe et al. Highlights from NAACL HLT 09
June 26 Adam Pauls
David Chiang
Gibbs Sampling
Dirichlet priors and the Dirichlet process

Spring 2009

DateModeratorPaper
Apr. 3 Dirk Hovy Unsupervised word sense disambiguation rivaling supervised methods
(David Yarowsky) [pdf]
Mar. 20 No Meeting Spring Break
Mar. 6 Marta Recasens Modeling Local Coherence: An Entity-Based Approach
(Regina Barzilay and Mirella Lapata) [pdf]
Feb. 20 Jason Riesa Structured Output Prediction with Structural SVMs
(Thorsten Joachims) [video lecture]
Feb. 6 William Chang Inverse Document Frequency (IDF): A Measure of Deviations from Poisson
(Kenneth W. Church and William A. Gale) [pdf]
Jan. 23 Jason Riesa Organizational Meeting

Fall 2008

DateModeratorPaper
Dec. 10 Ashish Vaswani Discriminative Word Alignment with Conditional Random Fields
(Phil Blunsom and Trevor Cohn) [pdf]
Nov. 21 Steve DeNeefe Language and Translation Model Adaptation using Comparable Corpora
(Matthew Snover, Bonnie Dorr, and Richard Schwartz) [pdf]
Nov. 7 Oana Postolache Dependency Parsing by Belief Propagation
(David Smith and Jason Eisner) [pdf]
Oct. 24 No Meeting Conference Travel
Oct. 10 Dirk Hovy A Spreading-Activation Theory of Retrieval in Sentence Production
(Gary S. Dell) [pdf]
Sep. 26 William Chang Tutorial: Gibbs Sampling and LDA
Background: Parameter estimation for text analysis (Gregor Heinrich) [pdf]
Sep. 19 Jason Riesa Organizational Meeting

Summer 2008

DateModeratorPaper
Aug. 15 Jason Riesa Alignment and segmentation of parallel text for statistical machine translation
(Yonggang Deng, Shankar Kumar, and William Byrne) [pdf]
Aug. 1 Kyle Gorman Class-based n-gram models of natural language
(Peter F. Brown, Peter V. deSouza, Robert L. Mercer, Vincent J. Della Pietra, Jennifer C. Lai) [pdf]
Aggregate and mixed-order Markov models for statistical language processing
(Laurence Saul and Fernando Pereira) [pdf]
Jul. 16 John DeNero Learning Bilingual Lexicons from Monolingual Corpora
(Aria Haghighi, Percy Liang, Taylor Berg-Kirkpatrick, and Dan Klein) [pdf]
Jun. 27 Kyle Gorman Robust Incremental Parsing using Human-Like Memory Constraints
(William Schuler, Tim Miller, Samir AbdelRahman, and Lane Schwartz) [pdf] (draft)
Jun. 13 Ashish Vaswani The Power of Amnesia
(Dana Ron, Yoram Singer, and Naftali Tishby) [pdf]
May 30 Sujith Ravi Improving Statistical Machine Translation Performance by Training Data Selection and Optimization
(Yajuan Lu, Jin Huang, and Qun Liu) [pdf]

Spring 2008

DateModeratorPaper
May 9 Vishnu Sethumadhavan Semantic Taxonomy Induction from Heterogenous Evidence
(Rion Snow, Dan Jurafsky, Andrew Y. Ng) [pdf]
Apr. 25 Oana Postolache Frustratingly Easy Domain Adaptation
(Hal Daume III) [pdf]
Mar. 28 Jason Riesa Probabilistic Context-Free Grammar Induction Based on Structural Zeros (Mehryar Mohri and Brian Roark) [pdf]
Accurate Methods for the Statistics of Surprise and Coincidence (Ted Dunning) [pdf]
Mar. 14 William Chang Latent Dirichlet Allocation
(David M. Blei, Andrew Y. Ng, and Michael I. Jordan) [pdf] [handout]
Feb. 29 Rahul Bhagat Randomized Decoding for Selection-and-Ordering Problems
(Pawan Deshpande, Regina Barzilay, and David Karger) [pdf]
Feb. 22 no meeting ISD Retreat
Feb. 8 Rahul Bhagat Organizational meeting

Fall 2007

DateModeratorPaper
Nov. 16 Tom Murray Computationally Efficient M-Estimation of Log-Linear Structure Models (Noah Smith, Douglas Vail, and John Lafferty) [pdf]
Nov. 2 David Chiang Continuation of last week
Oct. 26 David Chiang Why Doesn't EM find good HMM POS-taggers? (Mark Johnson) [pdf]
A Fully Bayesian Approach to Unsupervised Part-of-Speech Tagging (Sharon Goldwater and Thomas L. Griffiths). Section 2.1 [pdf]
Oct. 12 Steve DeNeefe An End-to-End Discriminative Approach to Machine Translation (Percy Liang, Alexandre Bouchard-Cote, Dan Klein, and Ben Taskar) [pdf]
Sep. 28 Gully Burns Imitating Manual Curation of Text-mined Facts in Biomedicine (Raul Rodriguez-Esteban, Ivan Iossifov, Andrey Rzhetsky) [pdf]