Posts Tagged ‘active learning’

Presentation: “Active Annotation of Corpora”

Presentation at the Text Analysis Seminar.
Göttingen Center for Digital Humanities (GCDH)

Annotation of corpora is a labor-intensive and time and resources consuming task. Active annotation is an active learning based semiautomatic annotation procedure. The goals of Active Learning are to speed-up and make easier the human annotation process. In Active Annotation we use the models learnt during the annotation process in order to find potential annotation errors and cases that are hard to be automatically annotated with the features used by the learner. The analysis of these cases allows extending and optimizing the set of features used by the learner.

Keywords: annotation of corpora, machine learning, semiautomatic annotation, statistical language modelling

Download presentation: GCDH_ALearning