{"url":"/dataset/valnov-subtask-a","name":"ValNov Subtask A","full_name":null,"description_markdown":"Binary labels for Validity and Novelty respectively are given for each Conclusion.","description_withheld":null,"homepage":"https://phhei.github.io/ArgsValidNovel/","introduced_date":"2022-10-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/overview-of-the-2022-validity-and-novelty","title":"Overview of the 2022 Validity and Novelty Prediction Shared Task","first_author":"Philipp Heinisch","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"ValNov","url":"/task/valnov","datasets_with_task":"/datasets/task/valnov"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["ValNov Subtask A"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/valnov-on-valnov-subtask-a","task":"ValNov","dataset_variant":"ValNov Subtask A","rows":8,"metrics":["JOINT-F1","VAL-F1","NOV-F1"],"first_row_in_archive_order":{"model":"CLTeamL-3","paper":"/paper/overview-of-the-2022-validity-and-novelty","metrics":{"JOINT-F1":"45.16","NOV-F1":"61.75","VAL-F1":"74.64"},"code_links":[{"title":"phhei/argsvalidnovel","url":"https://github.com/phhei/argsvalidnovel"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/overview-of-the-2022-validity-and-novelty","title":"Overview of the 2022 Validity and Novelty Prediction Shared Task","date":"2022-10-01","rows_on_this_dataset":7,"code_links":1,"syntology":null},{"paper":"/paper/kevin-a-knowledge-enhanced-validity-and","title":"KEViN: A Knowledge Enhanced Validity and Novelty Classifier for Arguments","date":"2022-10-01","rows_on_this_dataset":1,"code_links":0,"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."}