{"url":"/task/question-quality-assessment","name":"Question Quality Assessment","slug":"question-quality-assessment","description_markdown":"This task expects to build subjective question-answering algorithms to check whether a question is of high quality or needs to be edited/flagged.","categories":[{"name":"Miscellaneous","url":"/area/miscellaneous"},{"name":"Natural Language Processing","url":"/area/natural-language-processing"},{"name":"Reasoning","url":"/area/reasoning"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":1,"papers_with_code":0,"benchmarks":2,"benchmark_tables_in_archive":2,"benchmark_tables_shown":2,"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":1,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/question-quality-assessment-on-60k-stack","slug":"question-quality-assessment-on-60k-stack","dataset":"60k Stack Overflow Questions","dataset_url":"/dataset/60k-stack-overflow-questions","rows_in_archive":1,"metrics":["F1 Score"],"first_row_in_archive_order":{"model":"Multi-view approach","paper_title":"Multi-View Approach to Suggest Moderation Actions in Community Question Answering Sites","paper_url":"/paper/multi-view-approach-to-suggest-moderation","paper_date":"2022-04-04","arxiv_id":null,"code_links":[],"syntology":null}},{"leaderboard":"/sota/question-quality-assessment-on-crowdsource-qa-1","slug":"question-quality-assessment-on-crowdsource-qa-1","dataset":"CrowdSource QA","dataset_url":null,"rows_in_archive":1,"metrics":["MSE"],"first_row_in_archive_order":{"model":"BERT","paper_title":"Predicting Subjective Features of Questions of QA Websites using BERT","paper_url":"/paper/predicting-subjective-features-from-questions","paper_date":"2020-02-24","arxiv_id":"2002.10107","code_links":[{"title":"huggingface/transformers","url":"https://github.com/huggingface/transformers"},{"title":"tensorflow/models","url":"https://github.com/tensorflow/models/tree/master/official/nlp"},{"title":"google-research/bert","url":"https://github.com/google-research/bert"},{"title":"graykode/nlp-tutorial","url":"https://github.com/graykode/nlp-tutorial"},{"title":"Moradnejad/Predicting-Subjective-Features-on-QA-Websites","url":"https://github.com/Moradnejad/Predicting-Subjective-Features-on-QA-Websites"}],"syntology":null}}],"datasets":[{"url":"/dataset/60k-stack-overflow-questions","name":"60k Stack Overflow Questions","full_name":"60k Stack Overflow Questions from 2016-2020 classified into three categories based on their quality","num_papers_in_archive":1}],"subtasks":[],"parent_tasks":[{"url":"/task/question-answering","name":"Question Answering"}],"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":0,"of":0,"tagged_in_all":1,"items":[],"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"}}