Update README.md

README.md

@@ -28,100 +28,30 @@ This dataset is a filtered version of [BookCorpus](https://huggingface.co/datase
 
 ## Dataset Details
 
-### Dataset Description
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-### Dataset Sources [optional]
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 <!-- Provide the basic links for the dataset. -->
 
 - **Repository:** [More Information Needed]
 - **Paper [optional]:** [More Information Needed]
 - **Original Data**: [BookCorpus](https://huggingface.co/datasets/bookcorpus/bookcorpus)
 
+
 ## Uses
 
 <!-- Address questions around how the dataset is intended to be used. -->
 
 This dataset is suitable for training and evaluating language models. For example, its lack of gender-related words makes it ideal for assessing language modeling capabilities in both gender-biased and gender-neutral models during masked language modeling (MLM) tasks, allowing for an evaluation independent of gender bias.
-### Direct Use
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-<!-- This section describes suitable use cases for the dataset. -->
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-[More Information Needed]
 
-### Out-of-Scope Use
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-<!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. -->
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-[More Information Needed]
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-## Dataset Structure
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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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-[More Information Needed]
 
 ## Dataset Creation
 
-### Curation Rationale
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-<!-- Motivation for the creation of this dataset. -->
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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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-#### Data Collection and Processing
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-<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->
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-[More Information Needed]
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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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-### Annotations [optional]
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-<!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. -->
+We generated this dataset by filtering the BookCorpus dataset, leaving only entries matching the following criteria:
+- Each entry contains at least 50 characters
+- No name of [aieng-lab/namextend](https://huggingface.co/datasets/aieng-lab/geneutral)
+- No gender-specific pronoun is contained (he/she/him/her/his/hers/himself/herself)
+- No gender-specific noun is contained according to the 2421 entries of this [gendered-word dataset](https://github.com/ecmonsen/gendered_words)
 
-#### Annotation process
 
-<!-- This section describes the annotation process such as annotation tools used in the process, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. -->
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-[More Information Needed]
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-#### Who are the annotators?
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-<!-- This section describes the people or systems who created the annotations. -->
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-[More Information Needed]
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-#### Personal and Sensitive Information
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-<!-- State whether the dataset contains data that might be considered personal, sensitive, or private (e.g., data that reveals addresses, uniquely identifiable names or aliases, racial or ethnic origins, sexual orientations, religious beliefs, political opinions, financial or health data, etc.). If efforts were made to anonymize the data, describe the anonymization process. -->
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-[More Information Needed]
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-## Bias, Risks, and Limitations
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-<!-- This section is meant to convey both technical and sociotechnical limitations. -->
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-[More Information Needed]
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-### Recommendations
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-<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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-Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
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-## Citation [optional]
+## Citation
 
 <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
 
@@ -129,24 +59,7 @@ Users should be made aware of the risks, biases and limitations of the dataset.
 
 [More Information Needed]
 
-**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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-[More Information Needed]
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-## More Information [optional]
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-[More Information Needed]
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-## Dataset Card Authors [optional]
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-[More Information Needed]
 
-## Dataset Card Contact
+## Dataset Card Authors
 
-[More Information Needed]
+[jdrechsel](https://huggingface.co/jdrechsel)