126
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CVPR
2012
IEEE
13 years 3 months ago
2012
IEEE
We cast the problem of recognizing related categories as a unified learning and structured prediction problem with shared body plans. When provided with detailed annotations of o...
146
Voted
SIGIR
2012
ACM
13 years 3 months ago
2012
ACM
Hashtags are widely used in Twitter to define a shared context for events or topics. In this paper, we aim to predict hashtag popularity in near future (i.e., next day). Given a ...
140
Voted
EMNLP
2011
14 years 25 days ago
2011
In this paper, we consider the problem of unsupervised morphological analysis from a new angle. Past work has endeavored to design unsupervised learning methods which explicitly o...
112
Voted
EMNLP
2011
14 years 25 days ago
2011
State of the art Tree Structures Prediction techniques rely on bottom-up decoding. These approaches allow the use of context-free features and bottom-up features. We discuss the l...
103
Voted
CORR
2010
Springer
14 years 10 months ago
2010
Springer
Online prediction methods are typically presented as serial algorithms running on a single processor. However, in the age of web-scale prediction problems, it is increasingly comm...
96
Voted
CORR
2010
Springer
14 years 11 months ago
2010
Springer
In this paper we prove that the avalanche problem for the Kadanoff sandpile model (KSPM) is P-complete for two-dimensions. Our proof is based on a reduction from the monotone circ...