1427 search results - page 104 / 286 » Learning with Annotation Noise |
125
click to vote
AAAI
2007
15 years 6 months ago
2007
This paper presents a method for learning a semantic parser from ambiguous supervision. Training data consists of natural language sentences annotated with multiple potential mean...
116
Voted
ICPR
2006
IEEE
16 years 5 months ago
2006
IEEE
Current semi-supervised incremental learning approaches select unlabeled examples with predicted high confidence for model re-training. We show that for many applications this dat...
136
click to vote
AIED
2007
Springer
15 years 10 months ago
2007
Springer
Rules have been showed to be appropriate representations to model tutoring and can be easily applied to intelligent tutoring systems. We applied a machine learning technique, Class...
122
Voted
ACL
2004
15 years 5 months ago
2004
In this paper, we propose a multi-criteriabased active learning approach and effectively apply it to named entity recognition. Active learning targets to minimize the human annota...
142
click to vote
ISVC
2007
Springer
15 years 10 months ago
2007
Springer
Surveillance systems that operate continuously generate large volumes of data. One such system is described here, continuously tracking and storing observations taken from multiple...