| | --- |
| | annotations_creators: |
| | - crowdsourced |
| | language_creators: |
| | - crowdsourced |
| | language: |
| | - en |
| | license: |
| | - cc-by-sa-4.0 |
| | multilinguality: |
| | - monolingual |
| | size_categories: |
| | - 10K<n<100K |
| | source_datasets: |
| | - original |
| | task_categories: |
| | - summarization |
| | task_ids: [] |
| | paperswithcode_id: wikiasp |
| | pretty_name: WikiAsp |
| | tags: |
| | - aspect-based-summarization |
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| | - config_name: company |
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| | - config_name: historic_place |
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| | - config_name: office_holder |
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| | - config_name: plant |
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| | dataset_size: 1866640732 |
| | --- |
| | |
| | # Dataset Card for WikiAsp |
| |
|
| | ## Table of Contents |
| | - [Dataset Description](#dataset-description) |
| | - [Dataset Summary](#dataset-summary) |
| | - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
| | - [Languages](#languages) |
| | - [Dataset Structure](#dataset-structure) |
| | - [Data Instances](#data-instances) |
| | - [Data Fields](#data-fields) |
| | - [Data Splits](#data-splits) |
| | - [Dataset Creation](#dataset-creation) |
| | - [Curation Rationale](#curation-rationale) |
| | - [Source Data](#source-data) |
| | - [Annotations](#annotations) |
| | - [Personal and Sensitive Information](#personal-and-sensitive-information) |
| | - [Considerations for Using the Data](#considerations-for-using-the-data) |
| | - [Social Impact of Dataset](#social-impact-of-dataset) |
| | - [Discussion of Biases](#discussion-of-biases) |
| | - [Other Known Limitations](#other-known-limitations) |
| | - [Additional Information](#additional-information) |
| | - [Dataset Curators](#dataset-curators) |
| | - [Licensing Information](#licensing-information) |
| | - [Citation Information](#citation-information) |
| | - [Contributions](#contributions) |
| |
|
| | ## Dataset Description |
| |
|
| | - **Homepage:** [Wiki Asp](https://github.com/neulab/wikiasp) |
| | - **Repository:** [GitHub](https://github.com/neulab/wikiasp) |
| | - **Paper:** [WikiAsp: A Dataset for Multi-domain Aspect-based Summarization](https://arxiv.org/abs/2011.07832) |
| |
|
| | ### Dataset Summary |
| |
|
| | [More Information Needed] |
| |
|
| | ### Supported Tasks and Leaderboards |
| |
|
| | [More Information Needed] |
| |
|
| | ### Languages |
| |
|
| | [More Information Needed] |
| |
|
| | ## Dataset Structure |
| |
|
| | ### Data Instances |
| |
|
| | An example from the "plant" configuration: |
| | ``` |
| | { |
| | 'exid': 'train-78-8', |
| | 'inputs': ['< EOT > calcareous rocks and barrens , wooded cliff edges .', |
| | 'plant an erect short - lived perennial ( or biennial ) herb whose slender leafy stems radiate from the base , and are 3 - 5 dm tall , giving it a bushy appearance .', |
| | 'leaves densely hairy , grayish - green , simple and alternate on the stem .', |
| | 'flowers are bright yellow to yellow - orange , cross - shaped , each having 4 spatula - shaped petals about 5 mm long .', |
| | 'fruit is a nearly globe - shaped capsule , about 3 mm in diameter , with 1 or 2 seeds in each cell .', |
| | 'flowering period : early april to late may .', |
| | 'even though there are many members of the mustard family in the range of this species , no other plant shares this combination of characters : bright yellow flowers , grayish - green stems and foliage , globe - shaped fruits with a long style , perennial habit , and the habitat of limestone rocky cliffs .', |
| | 'timber removal may be beneficial and even needed to maintain the open character of the habitat for this species .', |
| | 'hand removal of trees in the vicinity of the population is necessary to avoid impacts from timber operations .', |
| | 'southwest indiana , north central kentucky , and north central tennessee .', |
| | 'email : naturepreserves @ ky . gov feedback naturepreserves @ ky . gov | about the agency | about this site copyright © 2003 - 2013 commonwealth of kentucky .', |
| | 'all rights reserved .', |
| | '<EOS>' |
| | ], |
| | 'targets': [ |
| | ['description', |
| | 'physaria globosa is a small plant covered with dense hairs giving it a grayish appearance . it produces yellow flowers in the spring , and its fruit is globe - shaped . its preferred habitat is dry limestone cliffs , barrens , cedar glades , steep wooded slopes , and talus areas . some have also been found in areas of deeper soil and roadsides .' |
| | ], |
| | ['conservation', |
| | 'the population fluctuates year to year , but on average there are about 2000 living plants at any one time , divided among 33 known locations . threats include forms of habitat degradation and destruction , including road construction and grading , mowing , dumping , herbicides , alteration of waterways , livestock damage , and invasive species of plants such as japanese honeysuckle , garlic mustard , alsike clover , sweet clover , meadow fescue , and multiflora rose . all populations are considered vulnerable to extirpation .' |
| | ] |
| | ] |
| | } |
| | ``` |
| |
|
| | ### Data Fields |
| |
|
| | - `exid`: a unique identifier |
| | - `input`: the cited references and consists of tokenized sentences (with NLTK) |
| | - `targets`: a list of aspect-based summaries, where each element is a pair of a) the target aspect and b) the aspect-based summary |
| |
|
| | ### Data Splits |
| |
|
| | [More Information Needed] |
| | ## Dataset Creation |
| |
|
| | ### Curation Rationale |
| |
|
| | [More Information Needed] |
| |
|
| | ### Source Data |
| |
|
| | [More Information Needed] |
| |
|
| | #### Initial Data Collection and Normalization |
| |
|
| | [More Information Needed] |
| |
|
| | #### Who are the source language producers? |
| |
|
| | [More Information Needed] |
| |
|
| | ### Annotations |
| |
|
| | [More Information Needed] |
| |
|
| | #### Annotation process |
| |
|
| | [More Information Needed] |
| |
|
| | #### Who are the annotators? |
| |
|
| | [More Information Needed] |
| |
|
| | ### Personal and Sensitive Information |
| |
|
| | [More Information Needed] |
| |
|
| | ## Considerations for Using the Data |
| |
|
| | ### Social Impact of Dataset |
| |
|
| | [More Information Needed] |
| |
|
| | ### Discussion of Biases |
| |
|
| | [More Information Needed] |
| |
|
| | ### Other Known Limitations |
| |
|
| | [More Information Needed] |
| |
|
| | ## Additional Information |
| |
|
| | ### Dataset Curators |
| |
|
| | [More Information Needed] |
| |
|
| | ### Licensing Information |
| |
|
| | [More Information Needed] |
| |
|
| | ### Citation Information |
| |
|
| | [More Information Needed] |
| |
|
| | ### Contributions |
| |
|
| | Thanks to [@katnoria](https://github.com/katnoria) for adding this dataset. |
