Question Answering with Long Input Texts, Yes!
QuALITY (Question Answering with Long Input Texts, Yes!) is a multiple-choice question answering dataset for long document comprehension. The dataset consists of context passages in English that have an average length of about 5,000 tokens, much longer than typical current models can process. Unlike in prior work with passages, the questions are written and validated by contributors who have read the entire passage, rather than relying on summaries or excerpts.
Variants: QuALITY
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Question Answering | RAPTOR + GPT-4 (June 2023) | RAPTOR: Recursive Abstractive Processing for … | 2024-01-31 |
Recent papers with results on this dataset: