153 search results - page 15 / 31 » Semi-supervised learning by disagreement |
IJCAI
2007
13 years 11 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...
NIPS
2003
13 years 11 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
13 years 8 months ago
2010
ACL
2010
13 years 7 months ago
2010
EMNLP
2010
13 years 7 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...