Joint models for sentence selection and fusion implicitly perform content planning (Martins and Smith, 2009;Berg-Kirkpatrick et al., 2011;Bing et al., 2015;Durrett et al., 2016) and there is limited control over which sentences are merged and how.
this work attempts to teach the system to determine if a sentence singleton or a pair should be selected to produce a summary sentence.