483 search results - page 75 / 97 » Sampling the Web as Training Data for Text Classification |
138
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
Probabilistic modelling of text data in the bagof-words representation has been dominated by directed graphical models such as pLSI, LDA, NMF, and discrete PCA. Recently, state of...
122
Voted
KDD
2005
ACM
16 years 2 months ago
2005
ACM
Weblogs and message boards provide online forums for discussion that record the voice of the public. Woven into this mass of discussion is a wide range of opinion and commentary a...
110
Voted
SIGIR
2005
ACM
15 years 8 months ago
2005
ACM
This paper develops a general, formal framework for modeling term dependencies via Markov random fields. The model allows for arbitrary text features to be incorporated as eviden...
126
Voted
SEMWEB
2009
Springer
15 years 9 months ago
2009
Springer
The Web allows users to share their work very effectively leading to the rapid re-use and remixing of content on the Web including text, images, and videos. Scientific research d...
126
Voted
AAAI
2006
15 years 4 months ago
2006
We present a novel framework for multi-label learning that explicitly addresses the challenge arising from the large number of classes and a small size of training data. The key a...