{"url":"/task/satire-detection","name":"Satire Detection","slug":"satire-detection","description_markdown":"Satire detection consists in detecting when a text is written in a satirical tone and its content shouldn't be interpreted literally.","categories":[{"name":"Natural Language Processing","url":"/area/natural-language-processing"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":13,"papers_with_code":4,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":3,"subtasks":0,"parent_tasks":1},"benchmarks":[],"datasets":[{"url":"/dataset/saroco","name":"SaRoCo","full_name":"","num_papers_in_archive":3},{"url":"/dataset/yesbut","name":"YesBut","full_name":"","num_papers_in_archive":1},{"url":"/dataset/cidii-dataset","name":"CIDII Dataset","full_name":"Correct Information  and  Disinformation  about  Islamic  Issues","num_papers_in_archive":0}],"subtasks":[],"parent_tasks":[{"url":"/task/text-classification","name":"Text Classification"}],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":4,"of":4,"tagged_in_all":13,"items":[{"url":"/paper/make-satire-boring-again-reducing-stylistic","title":"Make Satire Boring Again: Reducing Stylistic Bias of Satirical Corpus by Utilizing Generative LLMs","date":"2024-12-12","arxiv_id":"2412.09247","repositories_listed":1,"syntology":null},{"url":"/paper/saroco-detecting-satire-in-a-novel-romanian","title":"SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles","date":"2021-05-13","arxiv_id":"2105.06456","repositories_listed":1,"syntology":null},{"url":"/paper/fresada-a-french-satire-data-set-for-cross","title":"FreSaDa: A French Satire Data Set for Cross-Domain Satire Detection","date":"2021-04-10","arxiv_id":"2104.04828","repositories_listed":1,"syntology":null},{"url":"/paper/a-multi-modal-method-for-satire-detection","title":"A Multi-Modal Method for Satire Detection using Textual and Visual Cues","date":"2020-10-13","arxiv_id":"2010.06671","repositories_listed":1,"syntology":null}],"syntology_records":0,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}