This work takes a step toward automatic script summarization by jointly modeling the tasks of movie attribute identification and overview generation.
we propose a novel neural network architecture which draws insights from encoder-decoder models recently proposed for machine translation (Bahdanau et al., 2015) and related sentence generation tasks (Wen et al., 2015;Mei et al., 2016;Lebret et al., 2016).