Datasetpublic

Gepe55o/mountain-ner-dataset

Mountain Names NER Dataset Dataset Description A Named Entity Recognition dataset focused on identifying mountain names in text. The dataset contains tokenized text with corresponding NER tags where: Tag 1: Mountain name Tag 0: Not a mountain name Dataset Structure The dataset contains two main columns: tokens: List of tokenized words tags: Corresponding NER tags (0 or 1) Example: { 'tokens': ['The', 'Everest', 'is', 'the'… See the full description on the dataset page: https://huggingface.co/datasets/Gepe55o/mountain-ner-dataset.

sourceHugging Faceupdated 2y agoView on Hugging Face

0likes23downloads

Dataset Card

Mountain Names NER Dataset

Dataset Description

A Named Entity Recognition dataset focused on identifying mountain names in text. The dataset contains tokenized text with corresponding NER tags where:

—Tag 1: Mountain name
—Tag 0: Not a mountain name

Dataset Structure

The dataset contains two main columns:

—tokens: List of tokenized words
—tags: Corresponding NER tags (0 or 1)

Example:

python

{
    'tokens': ['The', 'Everest', 'is', 'the', 'highest', 'peak'],
    'tags': [0, 1, 0, 0, 0, 0]
}

Usage:

python

from datasets import load_dataset

dataset = load_dataset("Gepe55o/mountain-ner-dataset")

train_data = dataset["train"]
test_data = dataset["test"]

Dataset creation:

—Source data collected from NERetrive and Few-NERD datasets
—Filtered for mountain-related entities
—Converted to binary classification (mountain/non-mountain)