Datasets:
Tasks:
Token Classification
Sub-tasks:
parsing
Upload README.md
Browse files
README.md
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---
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annotations_creators:
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- expert-generated
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language_creators:
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- expert-generated
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languages:
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- en-US
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licenses: []
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multilinguality:
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- monolingual
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pretty_name: sciarg
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size_categories: []
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source_datasets:
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- original
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task_categories:
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- token-classification
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task_ids:
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- parsing
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---
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# Dataset Card for sciarg
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## Table of Contents
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- [Dataset Description](#dataset-description)
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- [Dataset Summary](#dataset-summary)
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- [Supported Tasks](#supported-tasks-and-leaderboards)
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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-instances)
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- [Data Splits](#data-instances)
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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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- [Annotations](#annotations)
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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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- [Other Known Limitations](#other-known-limitations)
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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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## Dataset Description
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- **Homepage:** https://github.com/anlausch/ArguminSci
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- **Repository:** https://github.com/anlausch/ArguminSci
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- **Paper:** https://aclanthology.org/W18-5206.pdf
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- **Leaderboard:** [Needs More Information]
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- **Point of Contact:** [Needs More Information]
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### Dataset Summary
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This dataset is an extension of the Dr. Inventor corpus (Fisas et al., 2015, 2016) with an annotation layer containing fine-grained argumentative components and relations. It is the first argument-annotated corpus of scientific publications (in English), which allows for joint analyses of argumentation and other rhetorical dimensions of scientific writing.
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### Supported Tasks and Leaderboards
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[Needs More Information]
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### Languages
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English
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## Dataset Structure
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### Data Instances
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[Needs More Information]
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### Data Fields
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-context: html text as string
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-file_name: a string name of file
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-spans: a sequence containing id, type, location and text of a span
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-relations: a sequence containing id, type and arguments of a relation
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-equivalence_relations:
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-events:
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-attributions:
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-normalizations:
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-notes:
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### Data Splits
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train : 40 instances
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## Dataset Creation
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### Curation Rationale
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[Needs More Information]
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### Source Data
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#### Initial Data Collection and Normalization
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[Needs More Information]
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#### Who are the source language producers?
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[Needs More Information]
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### Annotations
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#### Annotation process
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Annotation guidelines can be found [here](http://data.dws.informatik.uni-mannheim.de/sci-arg/annotation_guidelines.pdf).
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#### Who are the annotators?
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[Needs More Information]
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### Personal and Sensitive Information
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[Needs More Information]
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## Considerations for Using the Data
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### Social Impact of Dataset
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[Needs More Information]
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### Discussion of Biases
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[Needs More Information]
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### Other Known Limitations
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[Needs More Information]
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## Additional Information
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### Dataset Curators
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[Needs More Information]
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### Licensing Information
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[Needs More Information]
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### Citation Information
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@inproceedings{lauscher2018b,
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title = {An argument-annotated corpus of scientific publications},
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booktitle = {Proceedings of the 5th Workshop on Mining Argumentation},
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publisher = {Association for Computational Linguistics},
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author = {Lauscher, Anne and Glava\v{s}, Goran and Ponzetto, Simone Paolo},
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address = {Brussels, Belgium},
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year = {2018},
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pages = {4046}
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}
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