siddharthtumre/Revised-JNLPBA

---
annotations_creators:
- expert-generated
language_creators:
- expert-generated
language:
- en
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
task_categories:
- token-classification
task_ids:
- named-entity-recognition
pretty_name: IASL-BNER Revised JNLPBA
dataset_info:
features:
- name: id
dtype: string
- name: tokens
sequence: string
- name: ner_tags
sequence:
class_label:
names:
'0': O
'1': B-DNA
'2': I-DNA
'3': B-RNA
'4': I-RNA
'5': B-cell_line
'6': I-cell_line
'7': B-cell_type
'8': I-cell_type
'9': B-protein
'10': I-protein
config_name: revised-jnlpba
---

# Dataset Card for Dataset Name

## Dataset Description

- **Homepage:**
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**

### Dataset Summary

This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).

### Supported Tasks and Leaderboards

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### Languages

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## Dataset Structure

### Data Instances

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### Data Fields

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### Data Splits

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## Dataset Creation

### Curation Rationale

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### Source Data

#### Initial Data Collection and Normalization

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#### Who are the source language producers?

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### Annotations

#### Annotation process

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## Considerations for Using the Data

### Social Impact of Dataset

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## Additional Information

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### Contributions

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原始信息汇总

数据集概述

基本信息

• 数据集名称: IASL-BNER Revised JNLPBA
• 语言: 英语 (en)
• 许可证: 未知
• 多语言性: 单语
• 大小: 10K<n<100K
• 任务类别: 词元分类
• 具体任务: 命名实体识别

数据集结构

• 特征:
  • id: 字符串类型
  • tokens: 字符串序列
  • ner_tags: 标签序列，包含以下类别:
    • 0: O
    • 1: B-DNA
    • 2: I-DNA
    • 3: B-RNA
    • 4: I-RNA
    • 5: B-cell_line
    • 6: I-cell_line
    • 7: B-cell_type
    • 8: I-cell_type
    • 9: B-protein
    • 10: I-protein

数据集创建

• 注释创建者: 专家生成
• 语言创建者: 专家生成

搜集汇总

背景与挑战

背景概述

Revised-JNLPBA是一个用于命名实体识别（NER）任务的英文文本数据集，专注于生物医学领域，包含约2.24万条数据实例，分为训练集和测试集。该数据集以JSON格式提供，标注了基因、蛋白质、细胞类型等实体，适用于自然语言处理中的序列标注任务。