Datasets:
Tasks:
Token Classification
Sub-tasks:
named-entity-recognition
Languages:
Finnish
Multilinguality:
monolingual
Size Categories:
10K<n<100K
Language Creators:
other
Annotations Creators:
expert-generated
Source Datasets:
original
ArXiv:
Tags:
License:
File size: 4,621 Bytes
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---
annotations_creators:
- expert-generated
language_creators:
- other
language:
- fi
license:
- mit
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- token-classification
task_ids:
- named-entity-recognition
paperswithcode_id: finer
pretty_name: Finnish News Corpus for Named Entity Recognition
dataset_info:
features:
- name: id
dtype: string
- name: tokens
sequence: string
- name: ner_tags
sequence:
class_label:
names:
'0': O
'1': B-DATE
'2': B-EVENT
'3': B-LOC
'4': B-ORG
'5': B-PER
'6': B-PRO
'7': I-DATE
'8': I-EVENT
'9': I-LOC
'10': I-ORG
'11': I-PER
'12': I-PRO
- name: nested_ner_tags
sequence:
class_label:
names:
'0': O
'1': B-DATE
'2': B-EVENT
'3': B-LOC
'4': B-ORG
'5': B-PER
'6': B-PRO
'7': I-DATE
'8': I-EVENT
'9': I-LOC
'10': I-ORG
'11': I-PER
'12': I-PRO
config_name: finer
splits:
- name: train
num_bytes: 5159550
num_examples: 13497
- name: validation
num_bytes: 387494
num_examples: 986
- name: test
num_bytes: 1327354
num_examples: 3512
- name: test_wikipedia
num_bytes: 1404397
num_examples: 3360
download_size: 3733127
dataset_size: 8278795
---
# Dataset Card for [Dataset Name]
## 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:** [Github](https://github.com/mpsilfve/finer-data)
- **Repository:** [Github](https://github.com/mpsilfve/finer-data)
- **Paper:** [Arxiv](https://arxiv.org/abs/1908.04212)
- **Leaderboard:**
- **Point of Contact:**
### Dataset Summary
[More Information Needed]
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
[More Information Needed]
## Dataset Structure
### Data Instances
[More Information Needed]
### Data Fields
Each row consists of the following fields:
* `id`: The sentence id
* `tokens`: An ordered list of tokens from the full text
* `ner_tags`: Named entity recognition tags for each token
* `nested_ner_tags`: Nested named entity recognition tags for each token
Note that by design, the length of `tokens`, `ner_tags`, and `nested_ner_tags` will always be identical.
`ner_tags` and `nested_ner_tags` correspond to the list below:
```
[ "O", "B-DATE", "B-EVENT", "B-LOC", "B-ORG", "B-PER", "B-PRO", "I-DATE", "I-EVENT", "I-LOC", "I-ORG", "I-PER", "I-PRO" ]
```
IOB2 labeling scheme is used.
### Data Splits
[More Information Needed]
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### 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 [@stefan-it](https://github.com/stefan-it) for adding this dataset. |