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This paper introduces the shared task of summarizing documents in severalcreative domains, namely literary texts, movie scripts, and television scripts.Summarizing these creative documents requires making complex literaryinterpretations, as well as understanding non-trivial temporal dependencies intexts containing varied styles of plot development and narrative structure.This poses unique challenges and is yet underexplored for text summarizationsystems. In this shared task, we introduce four sub-tasks and theircorresponding datasets, focusing on summarizing books, movie scripts, primetimetelevision scripts, and daytime soap opera scripts. We detail the process ofcurating these datasets for the task, as well as the metrics used for theevaluation of the submissions. As part of the CREATIVESUMM workshop at COLING2022, the shared task attracted 18 submissions in total. We discuss thesubmissions and the baselines for each sub-task in this paper, along withdirections for facilitating future work in the field.

CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing