{"url":"/dataset/tempquestions","name":"TempQuestions","full_name":null,"description_markdown":"Here, we take a key step in this direction and release a new benchmark, TempQuestions, containing 1,271 questions, that are all temporal in nature, paired with their answers.","description_withheld":null,"homepage":"https://dl.acm.org/doi/10.1145/3184558.3191536","introduced_date":"2018-04-23","introduced_date_note":null,"introduced_by":{"paper":"/paper/tempquestions-a-benchmark-for-temporal","title":"TempQuestions: A Benchmark for Temporal Question Answering","first_author":"Jia","url":null},"license":null,"modalities":[],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"}],"languages":[],"variants":["TempQuestions"],"data_loaders":[],"num_papers_in_archive":24,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/question-answering-on-tempquestions","task":"Question Answering","dataset_variant":"TempQuestions","rows":8,"metrics":["Hits@1","F1"],"first_row_in_archive_order":{"model":"SF-TQA","paper":"/paper/semantic-framework-based-query-generation-for","metrics":{"F1":"41.1","Hits@1":"41.2"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/question-answering-as-programming-for-solving","title":"Question Answering as Programming for Solving Time-Sensitive Questions","date":"2023-05-23","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/semantic-framework-based-query-generation-for","title":"Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs","date":"2022-10-10","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/tequila-temporal-question-answering-over","title":"TEQUILA: Temporal Question Answering over Knowledge Bases","date":"2019-08-09","rows_on_this_dataset":2,"code_links":0,"syntology":null},{"paper":"/paper/quint-interpretable-question-answering-over","title":"QUINT: Interpretable Question Answering over Knowledge Bases","date":"2017-09-01","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/more-accurate-question-answering-on-freebase","title":"More Accurate Question Answering on Freebase","date":"2015-10-01","rows_on_this_dataset":1,"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."}