710 search results - page 45 / 142 » Online Learning with Prior Knowledge |
145
Voted
ATAL
2009
Springer
15 years 10 months ago
2009
Springer
The field of transfer learning aims to speed up learning across multiple related tasks by transferring knowledge between source and target tasks. Past work has shown that when th...
139
Voted
IEAAIE
2001
Springer
15 years 8 months ago
2001
Springer
The growing availability of online text has lead to an increase in the use of automatic knowledge acquisition approaches from textual data, as in Information Extraction (IE). Some ...
150
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ICCV
2005
IEEE
16 years 5 months ago
2005
IEEE
Object identification (OID) is specialized recognition where the category is known (e.g. cars) and the algorithm recognizes an object's exact identity (e.g. Bob's BMW). ...
143
Voted
KDD
2007
ACM
16 years 4 months ago
2007
ACM
In many data mining applications, online labeling feedback is only available for examples which were predicted to belong to the positive class. Such applications include spam filt...
125
Voted
EMNLP
2004
15 years 5 months ago
2004
Paraphrase recognition is a critical step for natural language interpretation. Accordingly, many NLP applications would benefit from high coverage knowledge bases of paraphrases. ...