{"url":"/dataset/aviationqa","name":"AviationQA","full_name":null,"description_markdown":"AviationQA is introduced in the paper titled- There is No Big Brother or Small Brother: Knowledge Infusion in Language Models for Link Prediction and Question Answering\r\n\r\nThe paper is accepted in the main conference of ICON 2022.\r\n\r\nWe create a synthetic dataset, AviationQA, a set of 1 million factoid QA pairs from 12,000 National Transportation Safety Board (NTSB) reports using templates. These QA pairs contain questions such that answers to them are entities occurring in the AviationKG (Agarwal et al., 2022). AviationQA will be helpful to researchers in finding insights into aircraft accidents and their prevention.\r\n\r\nExamples from dataset:\r\n\r\n  1.  What was the Aircraft Damage of the accident no. ERA22LA162? Answer: Substantial\r\n\r\n  2.  Where was the Destination of the accident no. ERA22LA162?, Answer: Naples, GA (APH)","description_withheld":null,"homepage":"https://github.com/ankush9812/Aviation-Question-Answer-Pairs","introduced_date":"2022-12-15","introduced_date_note":null,"introduced_by":{"paper":"/paper/there-is-no-big-brother-or-small-brother","title":"There is No Big Brother or Small Brother: Knowledge Infusion in Language Models for Link Prediction and Question Answering","first_author":"Ankush Agarwal","url":null},"license":{"name":"CC BY","url":"https://creativecommons.org/licenses/by/4.0/"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["AviationQA"],"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/question-answering-on-aviationqa","task":"Question Answering","dataset_variant":"AviationQA","rows":1,"metrics":["Hits@1"],"first_row_in_archive_order":{"model":"KGT5","paper":"/paper/there-is-no-big-brother-or-small-brother","metrics":{"Hits@1":"70.93"},"code_links":[{"title":"ankush9812/knowledge-infusion-in-lm-for-qa","url":"https://github.com/ankush9812/knowledge-infusion-in-lm-for-qa"},{"title":"ankush9812/aviation-question-answer-pairs","url":"https://github.com/ankush9812/aviation-question-answer-pairs"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/there-is-no-big-brother-or-small-brother","title":"There is No Big Brother or Small Brother: Knowledge Infusion in Language Models for Link Prediction and Question Answering","date":"2023-01-10","rows_on_this_dataset":1,"code_links":2,"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."}