We also include several baselines that have access to the same training data as our system.
in this work we focus on factored scoring functions, s, that take into account a fixed window of previous words: where we define y c y [i−C+1,...,i] for a window of size C. consider the conditional logprobability of a summary given the input, s(x, y) = log p(y|x; θ).