Given a sentence (or query 5 ), we first parse it into a syntactic tree using a parser like (Charniak, 1999) and then, calculate the similarity between the two trees using the tree kernel (discussed in Section 4.1).
syntactic information is often not adequate when dealing with long and articulated sentences or paragraphs.