We use the French-English parallel corpus (approximately 1.2 million sentences) from the corpus of European parliamentary proceedings (Koehn, 2005) as the data on which pivoting is performed to extract the paraphrases.
the base paraphrase system is susceptible to large amounts of noise due to the imperfect bilingual word alignments.