{"url":"/dataset/tvrecap","name":"TVRecap","full_name":null,"description_markdown":"**TVRecap** a story generation dataset that requires generating detailed TV show episode recaps from a brief summary and a set of documents describing the characters involved. Unlike other story generation datasets, TVRecap contains stories that are authored by professional screenwriters and that feature complex interactions among multiple characters. Generating stories in TVRecap requires drawing relevant information from the lengthy provided documents about characters based on the brief summary. In addition, by swapping the input and output, TVRecap can serve as a challenging testbed for abstractive summarization.","description_withheld":null,"homepage":"https://github.com/mingdachen/TVRecap","introduced_date":"2021-09-18","introduced_date_note":null,"introduced_by":{"paper":"/paper/tvrecap-a-dataset-for-generating-stories-with","title":"TVStoryGen: A Dataset for Generating Stories with Character Descriptions","first_author":"Mingda Chen","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Story Generation","url":"/task/story-generation","datasets_with_task":"/datasets/task/story-generation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["TVRecap","Fandom dev","Fandom test","TVMegaSite dev","TVMegaSite test"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/story-generation-on-fandom-dev","task":"Story Generation","dataset_variant":"Fandom dev","rows":1,"metrics":["BLEU","Perplexity","ROUGE-1","ROUGE-2","ROUGE-L"],"first_row_in_archive_order":{"model":"(NN) Oracle plot + summary + oracle char. desc.","paper":"/paper/tvrecap-a-dataset-for-generating-stories-with","metrics":{"BLEU":"28.4","Perplexity":"17.9","ROUGE-1":"63.0","ROUGE-2":"32.8","ROUGE-L":"61.2"},"code_links":[{"title":"mingdachen/tvrecap","url":"https://github.com/mingdachen/tvrecap"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/story-generation-on-fandom-test","task":"Story Generation","dataset_variant":"Fandom test","rows":1,"metrics":["BLEU","Perplexity","ROUGE-1","ROUGE-2","ROUGE-L"],"first_row_in_archive_order":{"model":"(NN) Oracle plot + summary + oracle char. desc.","paper":"/paper/tvrecap-a-dataset-for-generating-stories-with","metrics":{"BLEU":"28.4","Perplexity":"18.2","ROUGE-1":"63.2","ROUGE-2":"32.9","ROUGE-L":"61.5"},"code_links":[{"title":"mingdachen/tvrecap","url":"https://github.com/mingdachen/tvrecap"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/story-generation-on-tvmegasite-dev","task":"Story Generation","dataset_variant":"TVMegaSite dev","rows":1,"metrics":["BLEU","Perplexity","ROUGE-1","ROUGE-2","ROUGE-L"],"first_row_in_archive_order":{"model":"(NN) Oracle plot + summary + oracle char. desc.","paper":"/paper/tvrecap-a-dataset-for-generating-stories-with","metrics":{"BLEU":"30.9","Perplexity":"15.7","ROUGE-1":"68.3","ROUGE-2":"44.0","ROUGE-L":"67.5"},"code_links":[{"title":"mingdachen/tvrecap","url":"https://github.com/mingdachen/tvrecap"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/story-generation-on-tvmegasite-test","task":"Story Generation","dataset_variant":"TVMegaSite test","rows":1,"metrics":["BLEU","Perplexity","ROUGE-1","ROUGE-2","ROUGE-L"],"first_row_in_archive_order":{"model":"(NN) Oracle plot + summary + oracle char. desc.","paper":"/paper/tvrecap-a-dataset-for-generating-stories-with","metrics":{"BLEU":"28.1","Perplexity":"18.3","ROUGE-1":"67.0","ROUGE-2":"40.9","ROUGE-L":"66.2"},"code_links":[{"title":"mingdachen/tvrecap","url":"https://github.com/mingdachen/tvrecap"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/tvrecap-a-dataset-for-generating-stories-with","title":"TVStoryGen: A Dataset for Generating Stories with Character Descriptions","date":"2021-09-18","rows_on_this_dataset":4,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}