In this paper we present a policy-based error analysis approach that demonstrates a limitation to the current commonly adopted paradigm for sentence compression (Knight and Marcu, 2000;Turner and Charniak, 2005;McDonald, 2006;Clark and Lapata 2006).
in typical statistical compression approaches, a simplifying assumption is made that compression is accomplished strictly by means of word deletion.