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--- |
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license: cc |
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language: |
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- en |
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size_categories: |
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- 1K<n<10K |
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--- |
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# Dataset Card for Long-form-sci-qa |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Paper:** [🥝KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions](https://www.cs.utexas.edu/~fxu/kiwi/kiwi_paper.pdf) |
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- **Point of Contact:** fangyuan[at]utexas.edu |
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### Dataset Summary |
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This dataset contains the question and document pairs annotated for 🥝KIWI. |
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### Languages |
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The dataset contains data in English. |
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## Dataset Structure |
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### Data Instances |
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Each instance is a question, paired with the related work paragraph for which the question is written and a set of relevant papers (cited in the related work paragraph). |
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### Data Fields |
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Each instance contains the following fields: |
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* `question`: the input question *q* |
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* `related_work_paragraph`: the related work paragraph that the annotator wrote the question for. |
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* `cited_papers`: The list of papers that are relevant to the question. |
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* `cited_paragraphs`: The list of extracted paragraphs from the cited papers. |
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## Dataset Creation |
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Please refer to our [paper](https://arxiv.org/pdf/2403.03866.pdf) (Section 3.1) for details on annotation process and discussion on limitations. |
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## Additional Information |
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Please checkout [this dataset](https://huggingface.co/datasets/fangyuan/kiwi) for the interaction data collected. |
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### Licensing Information |
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https://creativecommons.org/licenses/by-sa/4.0/legalcode |
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### Citation Information |
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``` |
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@article{xu2024kiwi, |
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title = {KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions}, |
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author = {Xu, Fangyuan and Lo, Kyle and Kuehl, Bailey and Soldaini, Luca and Choi, Eunsol and Wadden, David}, |
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year = 2024, |
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} |
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``` |
