41 search results - page 1 / 9 » Corpus Based Unsupervised Labeling of Documents |
FLAIRS
2006
13 years 6 months ago
2006
Text categorization involves mapping of documents to a fixed set of labels. A similar but equally important problem is that of assigning labels to large corpora. With a deluge of ...
AUSDM
2007
Springer
13 years 11 months ago
2007
Springer
Opinion detection research relies on labeled documents for training data, either by assumptions based on the document’s origin or by using human assessors to categorise the docu...
EMNLP
2010
13 years 2 months ago
2010
We present a novel approach to relation extraction that integrates information across documents, performs global inference and requires no labelled text. In particular, we tackle ...
ACL
2009
13 years 2 months ago
2009
Modern models of relation extraction for tasks like ACE are based on supervised learning of relations from small hand-labeled corpora. We investigate an alternative paradigm that ...
ICONIP
2007
13 years 6 months ago
2007
In this paper, we discuss kernels that can be applied for the classification of XML documents based on their DOM trees. DOM trees are ordered trees in which every node might be la...