4660 search results - page 174 / 932 » Learning from imperfect data |
123
click to vote
COGSCI
2007
15 years 4 months ago
2007
Languages are transmitted from person to person and generation to generation via a process of iterated learning: people learn a language from other people who once learned that la...
184
click to vote
WSDM
2012
ACM
14 years 14 hour ago
2012
ACM
We describe a open-domain information extraction method for extracting concept-instance pairs from an HTML corpus. Most earlier approaches to this problem rely on combining cluste...
132
click to vote
SIGSOFT
2009
ACM
16 years 5 months ago
2009
ACM
Software engineering researchers have long been interested in where and why bugs occur in code, and in predicting where they might turn up next. Historical bug-occurence data has ...
162
click to vote
ICML
2008
IEEE
2008
IEEE
A unified architecture for natural language processing: deep neural networks with multitask learning
16 years 5 months ago
We describe a single convolutional neural network architecture that, given a sentence, outputs a host of language processing predictions: part-of-speech tags, chunks, named entity...
122
Voted
ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
Sensorimotor data from many interesting physical interactions comprises discontinuities. While existing locally weighted learning approaches aim at learning smooth functions, we p...