Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
json
Languages:
Vietnamese
Size:
1K - 10K
DOI:
License:
Vu Anh commited on
Commit ·
984d9c5
1
Parent(s): 6ffef05
Convert dataset to new format with data files and YAML metadata
Browse files- Remove deprecated Python script
- Add data/train.txt and data/test.txt
- Update README.md with dataset card and YAML configuration
- README.md +41 -0
- UTS2017_Bank.py +0 -59
- data/test.txt +2 -0
- data/train.txt +2 -0
README.md
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---
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license: apache-2.0
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---
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---
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license: apache-2.0
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dataset_info:
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features:
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- name: text
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dtype: string
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splits:
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- name: train
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path: data/train.txt
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- name: test
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path: data/test.txt
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---
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# UTS2017_Bank Dataset
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This dataset contains Vietnamese banking-related text samples for NLP tasks.
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## Dataset Structure
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The dataset contains text samples split into:
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- **train**: Training set with banking-related Vietnamese text
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- **test**: Test set with banking-related Vietnamese text
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## Usage
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```python
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from datasets import load_dataset
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dataset = load_dataset("undertheseanlp/UTS2017_Bank")
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```
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## Features
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- `text`: Vietnamese text string related to banking and finance
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## Citation
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```bibtex
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@dataset{uts2017_bank,
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title={UTS2017_Bank},
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author={UnderTheSea NLP},
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year={2017}
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}
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```
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UTS2017_Bank.py
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import datasets
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_DESCRIPTION = """\
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UTS2017_Bank
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"""
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_CITATION = """\
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"""
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class UTS2017Bank(datasets.GeneratorBasedBuilder):
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"""UTS Word Tokenize datasets"""
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VERSION = datasets.Version("1.0.0")
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def _info(self):
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=datasets.Features(
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{
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"text": datasets.Value("string"),
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}
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),
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supervised_keys=None,
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homepage=None,
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citation=_CITATION
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)
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def _split_generators(self, dl_manager):
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"""Returns SplitGenerators."""
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# Sample texts for train and test
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train_texts = [
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"Ngân hàng Nhà nước Việt Nam",
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"Tài khoản tiết kiệm lãi suất cao"
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]
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test_texts = [
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"Chuyển khoản nhanh 24/7",
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"Vay tín chấp không thế chấp"
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]
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splits = [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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gen_kwargs={"texts": train_texts}
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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gen_kwargs={"texts": test_texts}
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)
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]
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return splits
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def _generate_examples(self, texts):
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for guid, text in enumerate(texts):
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item = {
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"text": text
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}
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yield guid, item
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data/test.txt
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Chuyển khoản nhanh 24/7
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Vay tín chấp không thế chấp
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data/train.txt
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Ngân hàng Nhà nước Việt Nam
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Tài khoản tiết kiệm lãi suất cao
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