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  license: cc-by-nc-sa-4.0
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  license: cc-by-nc-sa-4.0
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+ ---
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+ pretty_name: NLP4SGPapers
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+ task_categories:
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+ - text-classification
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+ ---
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+ # Dataset Card for NLP4SGPapers
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+
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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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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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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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+
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+ ## Dataset Description
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+
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+ - **Repository:** [NLP4SG](https://github.com/feradauto/nlp4sg)
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+ - **Paper:**
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+ - **Point of Contact:** [Fernando Gonzalez](mailto:[email protected]) , [Zhijing Jin](mailto:[email protected])
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+ ### Dataset Summary
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+
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+ Scientific dataset with three associated tasks that can help identify NLP4SG papers.
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+
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+ ### Languages
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+
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+ The language in the dataset is English.
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ Each instance is an annotated paper with title, abstract, year.
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+
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+ ### Data Fields
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+
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+ - `ID`: Paper ID in ACL Anthology
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+ - `url`: URL where the paper is available
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+ - `title`: Title of the paper
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+ - `abstract`: Abstract
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+ - `label_nlp4sg`: Whether is an NLP4SG paper or not. For more info on the criteria check our paper
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+ - `task`: List of tasks (Only available for the test set and for SG papers)
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+ - `method`: List of methods (Only available for the test set and for SG papers)
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+ - `goal1`: goal in string format
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+ - `goal2`: goal in string format
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+ - `goal3`: goal in string format
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+ - `acknowledgments`: acknowledgments
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+ - `year`: Year of publication
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+ - `sdg1` to `sdg17`: Boolean value that indicates if the paper address the United Nations Social Development Goal
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+
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+ ### Data Splits
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+
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+ MoralExceptQA contains train, test and validation splits.
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+
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+ [More Information Needed]
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+
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+ ### Source Data
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+
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+ Information about the data collection can be found in the appendix of [our paper].
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+
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+ ### Personal and Sensitive Information
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+
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+ The NLP4SGPapers dataset does not have privacy concerns.
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+ The intended use of this work is to help the creation of an overview of the NLP4SG research landscape.
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ [More Information Needed]
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+
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+ ### Licensing Information
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+
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+ The NLP4SGPapers dataset is licensed under a [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License](https://creativecommons.org/licenses/by-nc-sa/4.0/).
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+
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+ ### Citation Information
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+
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+ ```
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+ ```