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README.md
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license: apache-2.0
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---
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---
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license: apache-2.0
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task_categories:
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- text-generation
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language:
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- en
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---
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# Dataset Card for Dataset Name
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<!-- Provide a quick summary of the dataset. -->
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This dataset consists of definitions for gender and gender-related terms from congressional bills proposed between January 2021 and November 2023 (US Congress Sessions 117 and 118).
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It focuses on bills that feature the term "gender" prominently in the bill title, bill summary, or in the bill text.
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### Dataset Description
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<!-- Provide a longer summary of what this dataset is. -->
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The dataset contains one column of gender and related terms' definitions.
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- **Curated by:** Filipa Calado
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- **Language(s) (NLP):** English
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- **License:** Apache 2.0
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<!--
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### Dataset Sources [optional]
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Provide the basic links for the dataset.
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- **Repository:** [More Information Needed]
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- **Paper [optional]:** [More Information Needed]
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- **Demo [optional]:** [More Information Needed]
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-->
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## Uses
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This dataset is intended for studying bias and discrimination associated with gender and related terms.
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<!-- Address questions around how the dataset is intended to be used.
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### Direct Use
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This section describes suitable use cases for the dataset.
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[More Information Needed]
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-->
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### Out-of-Scope Use
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As the dataset was created to study bias and discrimination in language, it is not appropriate for production or public-facing use, especially without disclosing the intention behind the dataset's curation.
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Using the dataset in ways that do not fully disclose its curation rationale and process will can harm groups that are already systematically marginalized.
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## Dataset Structure
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The dataset contains one field, `train`.
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<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
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### Curation Rationale
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With the anti-trans attitudes proliferating across the United States, this dataset was created to give researchers a chance to study how gender is being defined in federal legislative contexts.
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<!---
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[More Information Needed]
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### Source Data
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This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...).
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-->
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#### Data Collection and Processing
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The bills were originally downloaded via the [congress.gov](https://www.congress.gov) website, then processed to extract definitions of gender and related terms.
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Then, definitions were culled from the bills by searching for terms such as:
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- gender
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- biological sex
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- transgender
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- non-binary
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- queer
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- lgbtqia+
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<!--
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#### Who are the source data producers?
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This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. -->
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[More Information Needed]
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## Bias, Risks, and Limitations
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This dataset contains views of sex, gender, and sexuality that are non-affirming and harmful.
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Usage of this dataset without appropriate context (i.e., using it to share or train a model without disclosing its source and rationale) can exacerbate bias and discrimination toward marginalized groups, especially with regard to gender and gender norms.
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Do not use share or use this dataset without disclosing the source data and its curation rationale.
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<!-- This section is meant to convey both technical and sociotechnical limitations. -->
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<!--
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## Citation [optional]
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If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section.
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**BibTeX:**
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[More Information Needed]
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**APA:**
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[More Information Needed]
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## Glossary [optional]
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<!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. -->
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## Dataset Card Authors
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Filipa Calado
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## Dataset Card Contact
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gofilipa at gmail dot com
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