We think such an approach is useful because it forms a natu-ral baseline for the task (as it does in many other tasks such as named entity tagging and language modeling).
story structure is seldom strictly linear, and future work should consider models based on grammatical or discourse links that can capture the more complex nature of script events and story structure.