FairytaleQA is a dataset focusing on narrative comprehension of kindergarten to eighth-grade students. Annotated by educational experts based on an evidence-based theoretical framework, FairytaleQA consists of 10,580 explicit and implicit questions derived from 278 children-friendly story narratives, covering seven types of narrative elements or relations. It can support narrative Question Generation (QG) and Narrative Question Answering (QA) tasks.
Variants: FairytaleQA
This dataset is used in 2 benchmarks:
| Task | Model | Paper | Date |
|---|---|---|---|
| Question Answering | BART fine-tuned on FairytaleQA | Fantastic Questions and Where to … | 2022-03-26 |
| Question Answering | BART fine-tuned on NarrativeQA | Fantastic Questions and Where to … | 2022-03-26 |
| Question Answering | BART | Fantastic Questions and Where to … | 2022-03-26 |
| Question Answering | DistilBERT | Fantastic Questions and Where to … | 2022-03-26 |
| Question Generation | BART fine-tuned on FairytaleQA | Fantastic Questions and Where to … | 2022-03-26 |
| Question Generation | BART fine-tuned on NarrativeQA and FairytaleQA | Fantastic Questions and Where to … | 2022-03-26 |
| Question Generation | BART fine-tuned on NarrativeQA | Fantastic Questions and Where to … | 2022-03-26 |
Recent papers with results on this dataset: