Selen writeup on Bunescu and Mooney
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Jump to navigationJump to searchThis is a review of bunescu_2006_subsequence_kernels_for_relation_extraction by user:Selen
They extract relations using a generalization of subsequent kernels which takes features that is a mixture of words and word classes. They apply their method to ACE dataset.
The assumptions they make is that the relations can be of three form , fore between , between and between after.
What I don't like:
How can you generalize the method to relations that is not of the form fore between between and between after? It could exist when there is a relation but the entities are missing in the sentence.
Their performance is not very impressive.
They don't compare their method to other methods with subsequent kernels.