DERIUNLP: A Context Based Approach to Automatic Keyphrase Extraction

Georgeta Bordea, Paul Buitelaar · 2010

The DERI UNLP team participated in the SemEval 2010 Task #5 with an unsupervised system that automatically extracts keyphrases from scientific articles. Our approach does not only consider a general description of a term to select keyphrase candidates but also context information in the form of “skill types”. Even though our system analyses only a limited set of candidates, it is still able to outperform baseline unsupervised and supervised approaches. 1

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