metadata

dataset_info:
  features:
    - name: id
      dtype: string
    - name: url
      dtype: string
    - name: crawled
      dtype: string
    - name: hard
      dtype: bool
    - name: paragraphs
      list:
        - name: text
          dtype: string
        - name: duplicate
          dtype: bool
        - name: keep
          dtype: bool
    - name: primary_level_1
      dtype: string
    - name: primary_level_2
      dtype: string
    - name: primary_level_3
      dtype: string
    - name: secondary_level_1
      dtype: string
    - name: secondary_level_2
      dtype: string
    - name: secondary_level_3
      dtype: string
    - name: tertiary_level_1
      dtype: string
    - name: tertiary_level_2
      dtype: string
    - name: tertiary_level_3
      dtype: string
    - name: split
      dtype: string
    - name: domain
      dtype: string
  splits:
    - name: train
      num_bytes: 2250345
      num_examples: 602
    - name: validation
      num_bytes: 657986
      num_examples: 200
    - name: test
      num_bytes: 550742
      num_examples: 200
  download_size: 1424443
  dataset_size: 3459073
license:
  - cc-by-sa-4.0
language:
  - sl
multilinguality:
  - monolingual
task_categories:
  - text-classification
size_categories:
  - 1K<n<10K

Dataset Card for Ginco

Dataset Summary

The Slovene Web genre identification corpus GINCO 1.0 contains 10002 web texts, manually annotated with genre. The corpus allows for automated genre identification and genre analyses as well as other web corpora research. The dataset is split into 602 training, 200 validation, and 200 test texts by the original authors.

Languages

Slovenian.

Dataset Structure

Data Instances

A sample instance from the dataset:

{
    "id": "3776",
    "url": "http://www.radiocelje.si/novica.php?id=13007&amp;m=11&amp;l=2010",
    "crawled": "2014",
    "hard": false,
    "paragraphs": [
        {
            "text": "V novembru, mesecu prepre\u010devanja odvisnosti, bodo \u010dlani Lokalne akcijske skupine za prepre\u010devanje zasvojenosti izvedli niz strokovnih predavanj za star\u0161e osnovno\u0161olcev v Celju...",
            "duplicate": false,
            "keep": true
        },
        {
            "text": "Predavanja, ki jih bodo ta mesec organizirali na devetih osnovnih \u0161olah v mestni ob\u010dini Celje, so namenjena star\u0161em u\u010dencev od \u0161estega do devetega razreda. Program predavanj finan\u010dno podpira Mestna ob\u010dina Celje. Osrednja tema predavanj bodo varovalni dejavniki vzgoje, ki lahko pripomorejo k neuporabi drog. Po drogah, dovoljenih in nedovoljenih namre\u010d vse pogosteje posegajo \u017ee otroci. Na predavanjih se bodo star\u0161i seznanili tudi z informacijami o tem, na katere vedenjske in telesne spremembe naj bodo pozorni, kadar sumijo, da je otrok posegel po drogi. \u010ceprav je tema aktualna, saj poleg problemov odvisnosti osvetljuje ve\u0161\u010dine u\u010dinkovitega star\u0161evstva in komuniciranja z otroki v konfliktnih situacijah, se je lani ciklusa predavanj na osmih osnovnih \u0161olah udele\u017eilo le 160 star\u0161ev. Organizatorji tokrat upajo na bolj\u0161i odziv. Niz predavanj bodo izvedli strokovnjaki s podro\u010dja medicine, psihologije, socialnega dela in kriminologije. (ba)",
            "duplicate": false,
            "keep": true
        }
    ],
    "primary_level_1": "News/Reporting",
    "primary_level_2": "News/Reporting",
    "primary_level_3": "News/Reporting",
    "secondary_level_1": "",
    "secondary_level_2": "",
    "secondary_level_3": "",
    "tertiary_level_1": "",
    "tertiary_level_2": "",
    "tertiary_level_3": "",
    "split": "train",
    "domain": "www.radiocelje.si"
}

Data Fields

'id': id of the example;
'url': exact URL from where the text originates;
'crawled': the year, when the text has been obtained from the stated URL;
'hard': whether it was difficult for a human to assign a genre to the text;
'paragraphs':
- 'text': text of the paragraph;
- 'duplicate': true if the text is a near-duplicate;
- 'keep': true, if the text is useful for the genre identification, false, if not;
'primary_level_1': first genre category, level of detail 1;
'primary_level_2': first genre category, level of detail 2;
'primary_level_3': first genre category, level of detail 3;
'secondary_level_1': second genre category, level of detail 1;
'secondary_level_2': second genre category, level of detail 2;
'secondary_level_3': second genre category, level of detail 3;
'tertiary_level_1': third genre category, level of detail 1;
'tertiary_level_2': third genre category, level of detail 2;
'tertiary_level_3': third genre category, level of detail 3;
'split': example can belong to the 'train', 'dev', or 'test' split;
'domain': domain address of the website where the text originates from.

Genre categories

Texts are annotated using 24 genre categories:

News/Reporting,
Announcement,
Research Article,
Instruction,
Recipe,
Call (such as a Call for Papers),
Legal/Regulation,
Information/Explanation,
Opinionated News,
Review,
Opinion/Argumentation,
Promotion of a Product,
Promotion of Services,
Invitation,
Promotion,
Interview,
Forum,
Correspondence,
Script/Drama,
Prose,
Lyrical,
FAQ (Frequently Asked Questions),
List of Summaries/Excerpts,
Other.

Additional Information

Dataset Curators

Kuzman, Taja ; Brglez, Mojca ; Rupnik, Peter and Ljubešić, Nikola

Licensing Information

CC BY-SA 4.0

Citation Information

@misc{11356/1467,
 title = {Slovene Web genre identification corpus {GINCO} 1.0},
 author = {Kuzman, Taja and Brglez, Mojca and Rupnik, Peter and Ljube{\v s}i{\'c}, Nikola},
 url = {http://hdl.handle.net/11356/1467},
 note = {Slovenian language resource repository {CLARIN}.{SI}},
 copyright = {Creative Commons - Attribution-{ShareAlike} 4.0 International ({CC} {BY}-{SA} 4.0)},
 issn = {2820-4042},
 year = {2021}
}

Contributions

Thanks to Hana Skitek for adding this dataset.