Datasets:
Tasks:
Token Classification
Sub-tasks:
named-entity-recognition
Languages:
Finnish
Size:
10K<n<100K
ArXiv:
License:
metadata
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: test
num_bytes: 1327354
num_examples: 3512
- name: test_wikipedia
num_bytes: 1404397
num_examples: 3360
- name: train
num_bytes: 5159550
num_examples: 13497
- name: validation
num_bytes: 387494
num_examples: 986
download_size: 3733127
dataset_size: 8278795
Dataset Card for [Dataset Name]
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
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 idtokens
: An ordered list of tokens from the full textner_tags
: Named entity recognition tags for each tokennested_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 for adding this dataset.