Our work on comparator mining is related to the research on entity and relation extraction in information extraction (Cardie, 1997;Califf and Mooney, 1999;Soderland, 1999;Radev et al., 2002;Carreras et al., 2003).
the most relevant work is by Liu (2006a and2006b) on mining comparative sentences and relations.