Papers
Approximation of hidden Markov models by mixtures of experts with application to particle filtering
Jimmy Olsson, Jonas Ströjby
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups
Sofia Mosci, Silvia Villa, Alessandro Verri et al.
A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction
Tamir Hazan, Raquel Urtasun
A Probabilistic Morphological Analyzer for Syriac
Peter McClanahan, George Busby, Robbie Haertel et al.
A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning
Jin Yu, S.V.N. Vishwanathan, Simon Günter et al.
Arabic Mention Detection: Toward Better Unit of Analysis
Yassine Benajiba, Imed Zitouni
Arabic Named Entity Recognition: Using Features Extracted from Noisy Data
Yassine Benajiba, Imed Zitouni, Mona Diab et al.
A rational decision making framework for inhibitory control
Pradeep Shenoy, Angela J. Yu, Rajesh P. Rao
A Rational Model of Eye Movement Control in Reading
Klinton Bicknell, Roger Levy
A Reduction from Apprenticeship Learning to Classification
Umar Syed, Robert E. Schapire
A Regularization Approach to Nonlinear Variable Selection
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci et al.
A Review Selection Approach for Accurate Feature Rating Estimation
Chong Long, Jie Zhang, Xiaoyan Zhu
Argument Optionality in the LinGO Grammar Matrix
Safiyyah Saleem, Emily M. Bender
A Rhetorical Syntax-Driven Model for Speech Summarization
Jian Zhang, Pascale Fung
A Risk Minimization Framework for Extractive Speech Summarization
Shih-Hsiang Lin, Berlin Chen
A Rotation Test to Verify Latent Structure
Patrick O. Perry, Art B. Owen
A Semantic Network Approach to Measuring Relatedness
Brian Harrington
A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension
Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
A Semi-Supervised Batch-Mode Active Learning Strategy for Improved Statistical Machine Translation
Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard et al.
A Semi-Supervised Key Phrase Extraction Approach: Learning from Title Phrases through a Document Semantic Network
Decong Li, Sujian Li, Wenjie Li et al.
A Semi-Supervised Method to Learn and Construct Taxonomies Using the Web
Zornitsa Kozareva, Eduard Hovy
A Simple Approach for HPSG Supertagging Using Dependency Information
Yao-zhong Zhang, Takuya Matsuzaki, Jun’ichi Tsujii
A Simple Domain-Independent Probabilistic Approach to Generation
Gabor Angeli, Percy Liang, Dan Klein
A Simple Ensemble Method for Hedge Identification
Ferenc Szidarovszky, Illés Solt, Domonkos Tikk