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README.md
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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 🥝 KIWI
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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 an interaction section between a user and a model.
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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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* `cited_papers`: The papers that are relevant to the question.
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* `cited_paragraphs`: The 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) 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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```
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