Datasets:
Tasks:
Text Classification
Sub-tasks:
multi-class-classification
Languages:
Mongolian
Multilinguality:
monolingual
Size Categories:
10K<n<100K
Language Creators:
expert-generated
Annotations Creators:
expert-generated
Source Datasets:
original
License:
unknown
Dataset Preview
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The dataset preview is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError
Exception: FileNotFoundError
Message: https://storage.googleapis.com/eduge_dataset/eduge_train.csv
Traceback: Traceback (most recent call last):
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/fsspec/implementations/http.py", line 411, in _info
await _file_info(
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/fsspec/implementations/http.py", line 827, in _file_info
r.raise_for_status()
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/aiohttp/client_reqrep.py", line 1005, in raise_for_status
raise ClientResponseError(
aiohttp.client_exceptions.ClientResponseError: 403, message='Forbidden', url=URL('https://storage.googleapis.com/eduge_dataset/eduge_train.csv')
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/workers/datasets_based/src/datasets_based/workers/first_rows.py", line 485, in compute_first_rows_response
rows = get_rows(
File "/src/workers/datasets_based/src/datasets_based/workers/first_rows.py", line 120, in decorator
return func(*args, **kwargs)
File "/src/workers/datasets_based/src/datasets_based/workers/first_rows.py", line 176, in get_rows
rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 917, in __iter__
for key, example in ex_iterable:
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 113, in __iter__
yield from self.generate_examples_fn(**self.kwargs)
File "/tmp/modules-cache/datasets_modules/datasets/eduge/533d404905b3b3371f97e26f3dd3e73f45582dfb9ce96b9afd42bbf7fb1a87f8/eduge.py", line 76, in _generate_examples
with open(filepath, encoding="utf-8") as csv_file:
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/streaming.py", line 70, in wrapper
return function(*args, use_auth_token=use_auth_token, **kwargs)
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py", line 495, in xopen
file_obj = fsspec.open(file, mode=mode, *args, **kwargs).open()
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/fsspec/core.py", line 134, in open
return self.__enter__()
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/fsspec/core.py", line 102, in __enter__
f = self.fs.open(self.path, mode=mode)
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/fsspec/spec.py", line 1135, in open
f = self._open(
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/fsspec/implementations/http.py", line 350, in _open
size = size or self.info(path, **kwargs)["size"]
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/fsspec/asyn.py", line 114, in wrapper
return sync(self.loop, func, *args, **kwargs)
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/fsspec/asyn.py", line 99, in sync
raise return_result
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/fsspec/asyn.py", line 54, in _runner
result[0] = await coro
File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/fsspec/implementations/http.py", line 424, in _info
raise FileNotFoundError(url) from exc
FileNotFoundError: https://storage.googleapis.com/eduge_dataset/eduge_train.csvNeed help to make the dataset viewer work? Open an discussion for direct support.
Dataset Card for Eduge
Dataset Summary
Eduge news classification dataset provided by Bolorsoft LLC. Used to train the Eduge.mn production news classifier 75K news articles in 9 categories: урлаг соёл, эдийн засаг, эрүүл мэнд, хууль, улс төр, спорт, технологи, боловсрол and байгал орчин
Supported Tasks and Leaderboards
text-classification: We can transform the above into a 9-class classification task.
Languages
The text in the dataset is in Mongolian
Dataset Structure
Data Instances
For the default configuration:
{
'label': 0, # 'урлаг соёл'
'news': 'Шударга өрсөлдөөн, хэрэглэгчийн төлөө газар 2013 оны дөрөвдүгээр сараас эхлэн Монгол киноны ашиг орлогын мэдээллийг олон нийтэд хүргэж байгаа. Ингэснээр Монголын кино үйлдвэрлэгчид улсад ашиг орлогоо шударгаар төлөх, мөн чанартай уран бүтээлийн тоо өсөх боломж бүрдэж байгаа юм.',
}
Data Fields
news: a complete news article on a specific topic as a stringlabel: the single class of the topic, among these values: "урлаг соёл" (0), "эдийн засаг" (1), "эрүүл мэнд" (2), "хууль" (3), "улс төр" (4), "спорт" (5), "технологи" (6), "боловсрол" (7), "байгал орчин" (8).
Data Splits
The set of complete articles is split into a training and test set.
Dataset Creation
Curation Rationale
[Needs More Information]
Source Data
Initial Data Collection and Normalization
[Needs More Information]
Who are the source language producers?
Eduge.mn which is a combination from shuud.mn, ikon.mn, olloo.mn, news.gogo.mn, montsame.mn, zaluu.com, sonin.mn, medee.mn, bloombergtv.mn.
Annotations
Annotation process
[Needs More Information]
Who are the annotators?
[Needs More Information]
Personal and Sensitive Information
[Needs More Information]
Considerations for Using the Data
Social Impact of Dataset
[Needs More Information]
Discussion of Biases
[Needs More Information]
Other Known Limitations
[Needs More Information]
Additional Information
Dataset Curators
[Needs More Information]
Licensing Information
[Needs More Information]
Citation Information
No citation available for this dataset.
Contributions
Thanks to @enod for adding this dataset.
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