Secondly, relation extraction has been a common task for pioneering efforts in processing data mined from the internet, and otherwise noisy or out-of-domain data.
large noisily-annotated data sets have been generated by leveraging freely available knowledge bases such as Freebase (Bollacker et al., 2008;Mintz et al., 2009).