davidschulte/ESM_AhmadMustafa__Urdu-Instruct-News-Category-Classification_default
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YAML Metadata Warning:The task_categories "text2text-generation" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
Dataset Card for "Urdu-Instruct-News-Category-Classification"
This Dataset is converted from the original dataset by Khalid Hussain, Nimra Mughal, Irfan Ali, Saif Hassan, Sher Muhammad Daudpota.
Task:
Generate the News Paragraph, and classify the news category from it.
Split Size:
- train: 100674
- test: 11187
Prompt Template (In Urdu):
Random.choice b.w these 2. The first template is template_id 1 in the dataset, second template is template_id 2 in the dataset.
["""اس پیراگراف (خبروں) کو مندرجہ ذیل درجوں (کیٹگریز) میں سے ایک کیٹگری میں ڈالیں.
درجے:
- کھیل
- تفریح،
- کاروبار و معیشت،
- سائنس اور ٹیکنالوجی
پیراگراف: {}""",
"""دیے گی خبروں کو ایک لفظ یا درجہ (کیٹگری) میں بیان کریں.
درجے:
- کھیل
- تفریح،
- کاروبار و معیشت،
- سائنس اور ٹیکنالوجی
جملے: {}"""]
Translation:
[Classify the given paragraph (news article) into one of the following categories:
1. Sports
2. Entertainment
3. Business & Economics
4. Science & Technology
paragraph: {},
Classify the given news paragraph into one of the following categories:
1. Sports
2. Entertainment
3. Business & Economics
4. Science & Technology
sentences: {}]
Completion Template (In Urdu)
یہ دی گی خبریں {} سے تعلق رکھتی ہیں
Translation:
The given news belong to the {category}
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