{"url":"/dataset/schizzosquad","name":"SchizzoSQUAD","full_name":null,"description_markdown":"The “Mental Health” forum was used, a forum dedicated to people suffering from schizophrenia and different mental disorders. Relevant posts of active users, who regularly participate, were extrapolated providing a new method of obtaining low-bias content and without privacy issues. This corpus i then processed to offer a SQUAD (Standford Question Answering Dataset) version in order to train a ML QA model.\r\n\r\nThe structure is a Json with different keys with the following structure:\r\n\r\n{\r\n  \"data\": [\r\n    {\r\n      \"paragraphs\": [\r\n        {\r\n          \"qas\": [\r\n            {\r\n              \"question\": \"What is the patient afraid of?\",\r\n              \"id\": 304425,\r\n              \"answers\": [\r\n                {\r\n                  \"answer_id\": 305544,\r\n                  \"document_id\": 501182,\r\n                  \"question_id\": 304425,\r\n                  \"text\": \"I’m afraid of people except for my family and a few close friends\",\r\n                  \"answer_start\": 29769,\r\n                  \"answer_category\": null\r\n                }\r\n              ],\r\n              \"is_impossible\": false\r\n            }\r\n          ],\r\n          \"context\": \"\\t\\\" I don’t understand why people send aid to other countries and go on missions when our own country people are suffering and have nothing, in the us at least.\\\"\\n\\t\\\"7-21-19 Said \\\\\\\"What is she afraid of? Afraid of family!?,\r\n          \"document_id\": 501182\r\n        }\r\n      ]\r\n    }","description_withheld":null,"homepage":"https://github.com/ChristianInterno/Question-Answering-Model-for-Schizophrenia-Symptoms","introduced_date":"2023-10-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/question-answering-model-for-schizophrenia","title":"Question-Answering Model for Schizophrenia Symptoms and Their Impact on Daily Life using Mental Health Forums Data","first_author":"Christian Internò","url":null},"license":null,"modalities":[],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"}],"languages":[],"variants":["SchizzoSQUAD"],"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-schizzosquad","task":"Question Answering","dataset_variant":"SchizzoSQUAD","rows":1,"metrics":["Average F1","Averaged Precision"],"first_row_in_archive_order":{"model":"SchizzoBioBERT","paper":"/paper/question-answering-model-for-schizophrenia","metrics":{"Average F1":"0.885","Averaged Precision":"0.903"},"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-model-for-schizophrenia","title":"Question-Answering Model for Schizophrenia Symptoms and Their Impact on Daily Life using Mental Health Forums Data","date":"2023-09-30","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."}