For example, one would not be able to use kernelbased SVM for relation extraction, which has been very successful at this task, because Markov Logic does not support kernel-based machine learning.
our joint approach is independent of the individual machine learning methods for entity and relation extraction, and hence allows use of the best machine learning methods available for each of them.