Miles Osborne
List of John Benjamins publications for which Miles Osborne plays a role.
Articles
2009 Diversity in logarithmic opinion pools Named Entities: Recognition, classification and use, Sekine, Satoshi and Elisabete Ranchhod (eds.), pp. 29–50 | Article
2007 Diversity in logarithmic opinion pools Named Entities: Recognition, classification and use, Sekine, Satoshi and Elisabete Ranchhod (eds.), pp. 27–47 | Article
Conditional random fields are state-of-the-art models for sequencing tasks such as named entity recognition. However, being globally conditioned, they have a tendency to overfit to a greater extent than other sequencing models. We introduce an approach to combat this overfitting called a… read more