Datasets:
Tasks:
Token Classification
Modalities:
Text
Formats:
json
Languages:
Armenian
Size:
< 1K
Tags:
named-entity-recognition
License:
| license: apache-2.0 | |
| task_categories: | |
| - token-classification | |
| language: | |
| - hy | |
| tags: | |
| - named-entity-recognition | |
| pretty_name: ArmTDP-NER | |
| dataset_info: | |
| homepage: https://github.com/myavrum/ArmTDP-NER | |
| size_categories: | |
| - n<1K | |
| ## Dataset Summary | |
| ArmTDP-NER is a manually annotated named entity corpus for Modern Eastern Armenian. It contains 900 newspaper articles across various domains with 17,632 entity annotations. The annotation follows a modified OntoNotes 5.0 markup scheme adapted for Eastern Armenian-specific considerations, covering 18 named entity types. | |
| ## Dataset Structure | |
| ### Data Fields | |
| The corpus is distributed as newline-delimited JSON (JSONL). Each line is one document with character-offset span annotations. | |
| | Field | Type | Description | | |
| |---|---|---| | |
| | `id` | int | Document identifier | | |
| | `text` | string | Raw document text | | |
| | `labels` | list of `[start, end, label]` | Character-offset spans with string label names | | |
| | `annotation_approver` | string | Annotator identifier | | |
| ### Annotation Scheme | |
| The corpus uses 18 named entity types derived from the OntoNotes 5.0 scheme: | |
| | Entity Type | Count | Description | | |
| |---|---|---| | |
| | PERSON | 3,502 | People, including fictional characters | | |
| | ORGANIZATION | 3,388 | Companies, agencies, institutions | | |
| | GPE | 3,290 | Countries, cities, states | | |
| | DATE | 1,995 | Absolute or relative dates/periods | | |
| | CARDINAL | 1,145 | Numerals not fitting other categories | | |
| | NORP | 823 | Nationalities, religious or political groups | | |
| | ORDINAL | 608 | Ordinal numbers | | |
| | FACILITY | 601 | Buildings, airports, highways, bridges | | |
| | LAW | 466 | Named documents made into laws | | |
| | TIME | 405 | Times smaller than a day | | |
| | QUANTITY | 343 | Measurements (weight, distance, etc.) | | |
| | MONEY | 267 | Monetary values, including units | | |
| | LOCATION | 166 | Non-GPE locations, water bodies, mountain ranges | | |
| | WORK OF ART | 156 | Titles of books, songs, etc. | | |
| | PERCENT | 112 | Percentages, including the % symbol | | |
| | PRODUCT | 107 | Vehicles, weapons, foods, etc. | | |
| | EVENT | 211 | Named hurricanes, battles, wars, sports events | | |
| | LANGUAGE | 47 | Named languages | | |
| **Total entity annotations: 17,632** | |
| ## Dataset Statistics | |
| | Metric | Value | | |
| |---|---| | |
| | Documents | 900 | | |
| | Entity types | 18 | | |
| | Total annotations | 17,632 | | |
| ## Dataset Creation | |
| ### Source Data | |
| Newspaper articles in Modern Eastern Armenian sourced from various domains. | |
| ### Annotations | |
| Annotations were produced manually by the ArmTDP team. The annotation scheme adapts the OntoNotes 5.0 standard to account for Eastern Armenian-specific linguistic considerations. | |
| ## Additional Information | |
| ### Dataset Curators | |
| Marat M. Yavrumyan and the ArmTDP team at Yerevan State University, in collaboration with Armenia National SDG Innovation Lab and UC Berkeley's Armenian Linguists network. | |
| **Contact:** marat.yavrumyan@ysu.am | |
| ### Licensing Information | |
| [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0) | |
| ### Citation Information | |
| ```bibtex | |
| @misc{ArmTDP-NER, | |
| title = {{ArmTDP-NER}: Eastern Armenian Named Entity Corpus, 1.0}, | |
| author = {Marat Yavrumyan}, | |
| year = {2020}, | |
| doi = {https://doi.org/10.5281/zenodo.17999570} | |
| url = {https://github.com/myavrum/ArmTDP-NER}, | |
| note = {Corpus available from https://github.com/myavrum/ArmTDP-NER} | |
| } | |
| ``` | |
| ### Related Resources | |
| A pre-trained NER model for Eastern Armenian trained on this corpus is available through the [Stanza](https://stanfordnlp.github.io/stanza/) framework. |