{"url":"/dataset/trec-news-1","name":"TREC-News","full_name":null,"description_markdown":"The TREC News Track features modern search tasks in the news domain. In partnership with The Washington Post, we are developing test collections that support the search needs of news readers and news writers in the current news environment. It's our hope that the track will foster research that establishes a new sense for what \"relevance\" means for news search.","description_withheld":null,"homepage":"http://trec-news.org/","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Information Retrieval","url":"/task/information-retrieval","datasets_with_task":"/datasets/task/information-retrieval"},{"name":"Zero-shot Text Search","url":"/task/zero-shot-text-search","datasets_with_task":"/datasets/task/zero-shot-text-search"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["TREC-News"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/out-of-distribution-detection-on-trec-news","task":"Out-of-Distribution Detection","dataset_variant":"TREC-NEWS","rows":1,"metrics":["AUROC","FPR95"],"first_row_in_archive_order":{"model":"2-Layered GRU","paper":"/paper/an-effective-baseline-for-robustness-to","metrics":{"AUROC":"99.9","FPR95":"4.7"},"code_links":[{"title":"Sushil-Thapa/Abstention-OoD","url":"https://github.com/Sushil-Thapa/Abstention-OoD"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/an-effective-baseline-for-robustness-to","title":"An Effective Baseline for Robustness to Distributional Shift","date":"2021-05-15","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+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."}