Papers
In Search of Non-Gaussian Components of a High-Dimensional Distribution
Gilles Blanchard, Motoaki Kawanabe, Masashi Sugiyama et al.
Learning the Structure of Linear Latent Variable Models
Ricardo Silva, Richard Scheine, Clark Glymour et al.
MinReg: A Scalable Algorithm for Learning Parsimonious Regulatory Networks in Yeast and Mammals
Dana Pe'er, Amos Tanay, Aviv Regev
Bounds for Linear Multi-Task Learning
Andreas Maurer
Generalized Bradley-Terry Models and Multi-Class Probability Estimates
Tzu-Kuo Huang, Ruby C. Weng, Chih-Jen Lin
On the Complexity of Learning Lexicographic Strategies
Michael Schmitt, Laura Martignon
Incremental Algorithms for Hierarchical Classification
Nicoló Cesa-Bianchi, Claudio Gentile, Luca Zaniboni
Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines
Jenny Rose Finkel, Christopher D. Manning, Andrew Y. Ng
Discriminative Methods for Transliteration
Dmitry Zelenko, Chinatsu Aone
Learning Field Compatibilities to Extract Database Records from Unstructured Text
Michael Wick, Aron Culotta, Andrew McCallum
Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence Tagger
Massimiliano Ciaramita, Yasemin Altun
Two graph-based algorithms for state-of-the-art WSD
Eneko Agirre, David Martínez, Oier López de Lacalle et al.
Unsupervised Relation Disambiguation with Order Identification Capabilities
Jinxiu Chen, Donghong Ji, Chew Lim Tan et al.
Loss Minimization in Parse Reranking
Ivan Titov, James Henderson
Context-Dependent Term Relations for Information Retrieval
Jing Bai, Jian-Yun Nie, Guihong Cao
Graph-based Word Clustering using a Web Search Engine
Yutaka Matsuo, Takeshi Sakaki, Kôki Uchiyama et al.
Quality Assessment of Large Scale Knowledge Resources
Montse Cuadros, German Rigau
Sentence ordering with manifold-based classification in multi-document summarization
Paul D Ji, Stephen Pulman
Statistical Ranking in Tactical Generation
Erik Velldal, Stephan Oepen
Empirical Study on the Performance Stability of Named Entity Recognition Model across Domains
Hong Lei Guo, Li Zhang, Zhong Su
Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement
Hany Hassan, Ahmed Hassan, Ossama Emam
Entity Annotation based on Inverse Index Operations
Ganesh Ramakrishnan, Sreeram Balakrishnan, Sachindra Joshi