{"url":"/task/question-answer-generation","name":"Question-Answer-Generation","slug":"question-answer-generation","description_markdown":null,"categories":[{"name":"Adversarial","url":"/area/adversarial"},{"name":"Computer Code","url":"/area/computer-code"},{"name":"Natural Language Processing","url":"/area/natural-language-processing"},{"name":"Speech","url":"/area/speech"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":37,"papers_with_code":12,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"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":[],"datasets":[{"url":"/dataset/frenchmedmcqa","name":"FrenchMedMCQA","full_name":"FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain","num_papers_in_archive":6}],"subtasks":[],"parent_tasks":[{"url":"/task/text-generation","name":"Text Generation"}],"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":12,"of":12,"tagged_in_all":37,"items":[{"url":"/paper/mumuqa-multimedia-multi-hop-news-question","title":"MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding","date":"2021-12-20","arxiv_id":"2112.10728","repositories_listed":2,"syntology":null},{"url":"/paper/it-is-ai-s-turn-to-ask-human-a-question","title":"It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books","date":"2021-09-08","arxiv_id":"2109.03423","repositories_listed":2,"syntology":null},{"url":"/paper/quiz-style-question-generation-for-news","title":"Quiz-Style Question Generation for News Stories","date":"2021-02-18","arxiv_id":"2102.09094","repositories_listed":2,"syntology":null},{"url":"/paper/asking-questions-the-human-way-scalable","title":"Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus","date":"2020-01-27","arxiv_id":"2002.00748","repositories_listed":2,"syntology":{"n":8,"n_ran":1,"n_unverified":7,"n_pointer_only":2}},{"url":"/paper/kg-qagen-a-knowledge-graph-based-framework","title":"KG-QAGen: A Knowledge-Graph-Based Framework for Systematic Question Generation and Long-Context LLM Evaluation","date":"2025-05-18","arxiv_id":"2505.12495","repositories_listed":1,"syntology":null},{"url":"/paper/on-few-shot-prompting-for-controllable","title":"On Few-Shot Prompting for Controllable Question-Answer Generation in Narrative Comprehension","date":"2024-04-03","arxiv_id":"2404.02800","repositories_listed":1,"syntology":null},{"url":"/paper/dcqa-document-level-chart-question-answering","title":"DCQA: Document-Level Chart Question Answering towards Complex Reasoning and Common-Sense Understanding","date":"2023-10-29","arxiv_id":"2310.18983","repositories_listed":1,"syntology":null},{"url":"/paper/improving-low-resource-question-answering","title":"Combining Data Generation and Active Learning for Low-Resource Question Answering","date":"2022-11-27","arxiv_id":"2211.14880","repositories_listed":1,"syntology":null},{"url":"/paper/tag-boosting-text-vqa-via-text-aware-visual","title":"TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation","date":"2022-08-03","arxiv_id":"2208.01813","repositories_listed":1,"syntology":null},{"url":"/paper/change-detection-meets-visual-question","title":"Change Detection Meets Visual Question Answering","date":"2021-12-12","arxiv_id":"2112.06343","repositories_listed":1,"syntology":null},{"url":"/paper/end-to-end-video-question-answer-generation","title":"End-to-End Video Question-Answer Generation with Generator-Pretester Network","date":"2021-01-05","arxiv_id":"2101.01447","repositories_listed":1,"syntology":null},{"url":"/paper/generating-diverse-and-consistent-qa-pairs","title":"Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs","date":"2020-05-28","arxiv_id":"2005.13837","repositories_listed":1,"syntology":{"n":16,"n_ran":0,"n_unverified":16,"n_pointer_only":0}}],"syntology_records":2,"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"}}