153 search results - page 15 / 31 » Semi-supervised learning by disagreement |
120
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IJCAI
2007
15 years 3 months ago
2007
We describe an approach to extract attribute-value pairs from product descriptions. This allows us to represent products as sets of such attribute-value pairs to augment product d...
131
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NIPS
2003
15 years 3 months ago
2003
We describe a nonparametric Bayesian approach to generalizing from few labeled examples, guided by a larger set of unlabeled objects and the assumption of a latent tree-structure ...
TASLP
2010
15 years 7 days ago
2010
ACL
2010
14 years 12 months ago
2010
130
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EMNLP
2010
14 years 12 months ago
2010
We describe a new scalable algorithm for semi-supervised training of conditional random fields (CRF) and its application to partof-speech (POS) tagging. The algorithm uses a simil...