ignatius/igbo_ner

---
annotations_creators:
- found
language_creators:
- found
language:
- ig
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- token-classification
task_ids:
- named-entity-recognition
paperswithcode_id: null
pretty_name: Igbo NER dataset
dataset_info:
- config_name: ner_data
features:
- name: content_n
dtype: string
- name: named_entity
dtype: string
- name: sentences
sequence: string
splits:
- name: train
num_bytes: 60315228
num_examples: 30715
download_size: 3311204
dataset_size: 60315228
- config_name: free_text
features:
- name: sentences
dtype: string
splits:
- name: train
num_bytes: 1172152
num_examples: 10000
download_size: 1132151
dataset_size: 1172152
---

# Dataset Card for Igbo NER dataset

## 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:** https://github.com/IgnatiusEzeani/IGBONLP/tree/master/ig_ner
- **Repository:** https://github.com/IgnatiusEzeani/IGBONLP/tree/master/ig_ner
- **Paper:** https://arxiv.org/abs/2004.00648

### Dataset Summary

[More Information Needed]

### Supported Tasks and Leaderboards

[More Information Needed]

### Languages

[More Information Needed]

## Dataset Structure

### Data Instances

Here is an example from the dataset:
```
{'content_n': 'content_0', 'named_entity': 'Ike Ekweremmadụ', 'sentences': ['Ike Ekweremmadụ', "Ike ịda jụụ otụ nkeji banyere oke ogbugbu na-eme n'ala Naijiria agwụla Ekweremmadụ"]}
```

### Data Fields

- content_n : ID
- named_entity : Name of the entity
- sentences : List of sentences for the entity

### 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

@misc{ezeani2020igboenglish,
title={Igbo-English Machine Translation: An Evaluation Benchmark},
author={Ignatius Ezeani and Paul Rayson and Ikechukwu Onyenwe and Chinedu Uchechukwu and Mark Hepple},
year={2020},
eprint={2004.00648},
archivePrefix={arXiv},
primaryClass={cs.CL}
}

### Contributions

Thanks to [@purvimisal](https://github.com/purvimisal) for adding this dataset.

原始信息汇总

数据集概述

• 数据集名称: Igbo NER dataset
• 语言: Igbo
• 许可证: 未知
• 多语言性: 单语
• 大小: 10K<n<100K
• 源数据: 原始数据
• 任务类别: 词元分类
• 任务ID: 命名实体识别

数据集结构

配置名称: ner_data

• 特征:
  • content_n: 字符串
  • named_entity: 字符串
  • sentences: 字符串序列
• 分割:
  • train:
    • 字节数: 60315228
    • 示例数: 30715
    • 下载大小: 3311204
    • 数据集大小: 60315228

配置名称: free_text

• 特征:
  • sentences: 字符串
• 分割:
  • train:
    • 字节数: 1172152
    • 示例数: 10000
    • 下载大小: 1132151
    • 数据集大小: 1172152

数据实例

{content_n: content_0, named_entity: Ike Ekweremmadụ, sentences: [Ike Ekweremmadụ, "Ike ịda jụụ otụ nkeji banyere oke ogbugbu na-eme nala Naijiria agwụla Ekweremmadụ"]}

数据字段

• content_n: ID
• named_entity: 实体名称
• sentences: 实体的句子列表