Datasets › GraphQuestions
GraphQuestions
GraphQuestions is a characteristic-rich dataset designed for factoid question answering. The dataset aims to provide a systematic way of constructing QA datasets with rich and explicitly specified question characteristics. Here are some key details about GraphQuestions:
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GraphQuestions consists of a set of 5,166 factoid questions.
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Each question is associated with logical forms and ground-truth answers.
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The dataset is constructed based on Freebase, a large-scale knowledge base.
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An array of question characteristics is formalized for each question.
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Question Answering | GraphQuestions | ChatGPT Accuracy 53.1 | Can ChatGPT Replace Traditional KBQA Models? An In-depth... | tan92hl/complex-question-answering-evaluation-of-gpt-family +1 | 1 | Compare |
| Semantic Parsing | GraphQuestions | ReasonBERTR F1 Score 41.3 | ReasonBERT: Pre-trained to Reason with Distant Supervision | sunlab-osu/reasonbert | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 14. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family | 2 | 1 | 14 Mar 2023 | not harvested |
| ReasonBERT: Pre-trained to Reason with Distant Supervision | 1 | 1 | 10 Sep 2021 | ran 3 of 11 samples (8 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- GraphQuestions
1 variant name, as the archive lists them.
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