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Knowledge Base Question Answering datasets
archive 2025-07-28
15 datasets carry the task tag "Knowledge Base Question Answering" (the task itself: Knowledge Base Question Answering), ordered by the archive's paper count. Page 1 of 1: 15 shown of 15. Facet routes are this site's own (the archive records the tag string, not a page).
The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.
Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets
Knowledge Base Question Answering datasets 1–15 of 15
The WebQuestions dataset is a question answering dataset using Freebase as the knowledge base and contains 6,642 question-answer pairs.
241 papers · 4 benchmarks
SimpleQuestions is a large-scale factoid question answering dataset.
120 papers · 2 benchmarks
ComplexWebQuestions is a dataset for answering complex questions that require reasoning over multiple web snippets.
62 papers · 2 benchmarks
The WebQuestionsSP dataset is released as part of our ACL-2016 paper “The Value of Semantic Parse Labeling for Knowledge Base Question Answering” [Yih, Richardson, Meek, Chang & Suh, 2016], in which we evaluated the value of gathering…
61 papers · 3 benchmarks
GrailQA (Strongly Generalizable Question Answering)
GrailQA is a new large-scale, high-quality dataset for question answering on knowledge bases (KBQA) on Freebase with 64,331 questions annotated with both answers and corresponding logical forms in different syntax (i.e., SPARQL,…
34 papers · 4 benchmarks
LC-QuAD (Largescale Complex Question Answering Dataset)
LC-QuAD is a Large Question Answering dataset with 30,000 pairs of questions and its corresponding SPARQL query.
10 papers · 1 benchmark
RuBQ (Russian Knowledge Base Questions)
The first Russian knowledge base question answering (KBQA) dataset.
7 papers · 0 benchmarks
FrenchMedMCQA (FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain)
This paper introduces FrenchMedMCQA, the first publicly available Multiple-Choice Question Answering (MCQA) dataset in French for medical domain.
6 papers · 1 benchmark
SimpleQuestionsWikidata maps SimpleQuestions to Wikidata.
6 papers · 1 benchmark
ParaQA is a question answering (QA) dataset with multiple paraphrased responses for single-turn conversation over knowledge graphs (KG).
5 papers · 0 benchmarks
VANiLLa is a dataset for Question Answering over Knowledge Graphs (KGQA) offering answers in natural language sentences.
4 papers · 0 benchmarks
QALD-9-Plus Dataset Description QALD-9-Plus is the dataset for Knowledge Graph Question Answering (KGQA) based on well-known QALD-9.
3 papers · 1 benchmark
GeoQuestions1089 is a crowdsourced geospatial question-answering dataset that targets the Knowledge Graph YAGO2geo.
1 paper · 1 benchmark
A preliminary dataset of related tables and a corresponding set of natural language questions.
1 paper · 0 benchmarks
Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.