Papers
Active Learning via Perfect Selective Classification
Ran El-Yaniv, Yair Wiener
Multi Kernel Learning with Online-Batch Optimization
Francesco Orabona, Luo Jie, Barbara Caputo
Active Clustering of Biological Sequences
Konstantin Voevodski, Maria-Florina Balcan, Heiko Röglin et al.
Optimal Distributed Online Prediction Using Mini-Batches
Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir et al.
Refinement of Operator-valued Reproducing Kernels
Haizhang Zhang, Yuesheng Xu, Qinghui Zhang
Plug-in Approach to Active Learning
Stanislav Minsker
Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection
Gavin Brown, Adam Pocock, Ming-Jie Zhao et al.
Distance Metric Learning with Eigenvalue Optimization
Yiming Ying, Peng Li
Characterizing Stylistic Elements in Syntactic Structure
Song Feng, Ritwik Banerjee, Yejin Choi
A Discriminative Model for Query Spelling Correction with Latent Structural SVM
Huizhong Duan, Yanen Li, ChengXiang Zhai et al.
Supervised Text-based Geolocation Using Language Models on an Adaptive Grid
Stephen Roller, Michael Speriosu, Sarat Rallapalli et al.
Revisiting the Predictability of Language: Response Completion in Social Media
Bo Pang, Sujith Ravi
User Demographics and Language in an Implicit Social Network
Katja Filippova
Identifying Event-related Bursts via Social Media Activities
Xin Zhao, Baihan Shu, Jing Jiang et al.
A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency Parsing
Bernd Bohnet, Joakim Nivre
Unified Dependency Parsing of Chinese Morphological and Syntactic Structures
Zhongguo Li, Guodong Zhou
Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints
Alexander Rush, Roi Reichart, Michael Collins et al.
Grounded Models of Semantic Representation
Carina Silberer, Mirella Lapata
A New Minimally-Supervised Framework for Domain Word Sense Disambiguation
Stefano Faralli, Roberto Navigli
Joining Forces Pays Off: Multilingual Joint Word Sense Disambiguation
Roberto Navigli, Simone Paolo Ponzetto
Wiki-ly Supervised Part-of-Speech Tagging
Shen Li, João Graça, Ben Taskar
Part-of-Speech Tagging for Chinese-English Mixed Texts with Dynamic Features
Jiayi Zhao, Xipeng Qiu, Shu Zhang et al.
Learning to Map into a Universal POS Tagset
Yuan Zhang, Roi Reichart, Regina Barzilay et al.
Word Salad: Relating Food Prices and Descriptions
Victor Chahuneau, Kevin Gimpel, Bryan R. Routledge et al.