523 search results - page 28 / 105 » Metric Learning for Text Documents |
110
click to vote
NIPS
2008
15 years 21 days ago
2008
The cluster assumption is exploited by most semi-supervised learning (SSL) methods. However, if the unlabeled data is merely weakly related to the target classes, it becomes quest...
TOIS
2010
14 years 9 months ago
2010
We propose a new unsupervised learning technique for extracting information about authors and topics from large text collections. We model documents as if they were generated by a...
103
click to vote
IJCAI
2007
15 years 21 days ago
2007
Computing semantic relatedness of natural language texts requires access to vast amounts of common-sense and domain-specific world knowledge. We propose Explicit Semantic Analysi...
IJCNLP
2005
Springer
15 years 4 months ago
2005
Springer
Ordering information is a difficult but a important task for natural language generation applications. A wrong order of information not only makes it difficult to understand, but a...
ICALT
2007
IEEE
15 years 5 months ago
2007
IEEE
This paper reports on an approach which maps documents onto an ontology-based information space in order to provide support for machine-mediated communication. First, a composite ...