Datasets:

nassimjp
/

Polyglot-Restaurant-Questions-Dataset

id stringlengths 1 3	question stringlengths 28 71
0	My plans have changed, how can I cancel my catering order?
1	I need help cancelling my food order
2	Can I cancel my catering order?
3	I need to cancel my food supplies order, will you help me?
4	My plans have changed, is it possible to cancel my food order?
5	I need to cancel my food order, where can I find it?
6	Can you help me cancel my food supplies order?
7	My plans have changed, can you help me cancel my food supplies order?
8	My plans have changed, I want help cancelling my food supplies order
9	I need to cancel my food supplies order, will you help me?
10	My plans have changed, how do I cancel my food supplies order?
11	I need help cancelling my food order
12	I want to cancel my food supplies order, where do I do it?
13	I need to cancel my food order, how can I?
14	I want to cancel my food order, let me get some help
15	My plans have changed, can you help me cancel my catering order?
16	I need to cancel my food order, will you help me?
17	My plans have changed, can you help me cancel my food supplies order?
18	I need help cancelling my catering order
19	I need to cancel my food supplies order, can I get some help?
20	I want to cancel my food order, can I get some help?
21	I want to cancel my food supplies order
22	My plans have changed, can you help me cancel my food supplies order?
23	I want to cancel my fucking catering order, where can I do it?
24	I need help cancelling my food supplies order
25	My plans have changed, can you help me cancel my food order?
26	Can you help me cancel my food order?
27	I need to cancel my food supplies order, where do I do it?
28	I need to cancel my food supplies order, I need help
29	Help cancelling my food order can
30	I need to cancel my food supplies order, how can I?
31	I need to cancel my food supplies order
32	I want help cancelling my food order
33	I want to cancel my food order, I need help
34	My plans have changed, I need to cancel my food supplies order
35	Help me cancel my food order
36	My plans have changed, I want help cancelling my food supplies order
37	My plans have changed, can I cancel my food supplies order?
38	My plans have changed, I need help cancelling my food supplies order
39	My plans have changed, can you help me cancel my food order?
40	I want help cancelling my catering order
41	My plans have changed, I want to cancel my food supplies order
42	My plans have changed, I want help cancelling my food supplies order
43	I need to cancel my food order, how can I?
44	Is it possible to cancel the food supplies order?
45	I want to cancel my food order, where do I do it?
46	My plans have changed, can I cancel my food supplies order?
47	My plans have changed, I want to help cancel my food order
48	My changed plans can help me cancel my food order
49	My changed plans can help me cancel my food supplies order
50	I want to cancel my food supplies order, how can I?
51	I need to cancel my old catering, where do I do it?
52	I want to cancel the catering order, where can I do it?
53	I need to cancel my food supplies order, where can I do it?
54	My plans have changed, where can I cancel my food order?
55	My plans have changed, can you help me cancel my food order?
56	I want to cancel my food order, how do I do it?
57	My plans have changed, I need to cancel my food order
58	How can I cancel my catering order?
59	My plans are ruined, I want help cancelling my food order
60	My plans changed, I need to cancel my food order
61	I want to cancel my food supplies order, where can I do it?
62	I want to cancel my food supplies order, how do I do it?
63	My plans have changed, how can I cancel my food order?
64	I need to cancel my food order, help me
65	My plans have changed, is it possible to cancel my food supplies order?
66	I need to cancel my food supplies order, where can I?
67	I want to cancel my food order, where do I do it?
68	I want to cancel my food supplies order, if I do it
69	My plans have changed, where can I cancel my food order?
70	My plans have changed, how can I cancel my food order?
71	I want to cancel my food supplies order, how can I?
72	I need to cancel my catering order, where can I do it?
73	If I want to cancel my food supplies order, where can I?
74	Can you help me cancel my food supplies order?
75	My plans have changed, I want to cancel my food order
76	I did not decline my food supplies order, where can I do it?
77	My plans have changed, I want to cancel my food order
78	My plans have changed, I can cancel my food supplies order
79	My plans have changed, I need help cancelling my food order
80	My plans have changed, I need help cancelling my food supplies order
81	I need help cancelling my catering order
82	Can I cancel my food supplies order?
83	I need to cancel my catering order, where do I do it?
84	My plans have changed, I want help cancelling my food supplies order
85	My plans have changed, can you help me cancel my food order?
86	My plans have changed, is it possible to cancel my food order?
87	I want to cancel my food supplies order, how can I do it?
88	My plans changed, help me cancel my food order
89	I want to cancel my food supplies order, help me
90	I need to cancel my food order, how can I do it?
91	Can you help me cancel my food supplies order?
92	To cancel my catering order, where do I do it?
93	I want to cancel my food order, help me
94	My plans have changed, I want help cancelling my food order
95	My plans have changed, I want help cancelling my food supplies order
96	My plans have changed, can you help me cancel my food order?
97	I need to cancel my food order, where do I do it?
98	I want help cancelling my food order
99	I want to cancel my food supplies order, help me

End of preview. Expand in Data Studio

🍽️ Polyglot Restaurant Questions Dataset

A multilingual dataset of 101 restaurant / catering order cancellation questions translated into 6 languages: English, Farsi (Persian), Japanese, Pashto, Sindhi, and Urdu.

This dataset is designed for intent classification, customer-support chatbots, question-answering systems, and cross-lingual NLP research in the food-service domain.

🌍 Languages

Code	Language	Script	File	Records
`en`	English	Latin	english.jsonl	101
`fa`	Farsi (Persian)	Arabic	farsi.jsonl	101
`ja`	Japanese	Kanji/Kana	japanese.jsonl	101
`ps`	Pashto	Arabic	pashto.jsonl	101
`sd`	Sindhi	Arabic	sindhi.jsonl	101
`ur`	Urdu	Arabic	urdu.jsonl	101

Total records: 606

📦 Data Format

Each file is in JSONL format with the following schema:

{"id": "0", "question": "My plans have changed, how can I cancel my catering order?"}

Field	Type	Description
`id`	string	Unique identifier (0–100)
`question`	string	The user's question in the target language

🚀 Usage

Load a single language

from datasets import load_dataset

ds = load_dataset(
    "nassimjp/Polyglot-Restaurant-Questions-Dataset",
    "urdu",
)
print(ds["train"][0])
# {'id': '0', 'question': 'میرے منصوبے بدل گئے ہیں، میں اپنا کیٹرنگ آرڈر کیسے منسوخ کر سکتا ہوں؟'}

Load all languages at once

from datasets import load_dataset

ds = load_dataset(
    "nassimjp/Polyglot-Restaurant-Questions-Dataset",
    data_files={
        "english":  "data/english.jsonl",
        "farsi":    "data/farsi.jsonl",
        "japanese": "data/japanese.jsonl",
        "pashto":   "data/pashto.jsonl",
        "sindhi":   "data/sindhi.jsonl",
        "urdu":     "data/urdu.jsonl",
    },
)
print(ds)

Load with huggingface_hub

from huggingface_hub import hf_hub_download

path = hf_hub_download(
    repo_id="nassimjp/Polyglot-Restaurant-Questions-Dataset",
    filename="data/urdu.jsonl",
    repo_type="dataset",
)
print(path)

🎯 Intended Use Cases

Intent classification — detect "cancel order" intent across 6 languages
Multilingual chatbots — build restaurant / catering support bots
Cross-lingual transfer learning — train on English, test on low-resource languages
Machine translation evaluation — parallel question set across languages
Speech / TTS data generation — textual base for synthetic audio
Low-resource NLP — Pashto and Sindhi are under-represented languages

🌐 Sample Questions

ID	Language	Question
0	English	My plans have changed, how can I cancel my catering order?
0	Farsi	برنامه‌های من تغییر کرده‌اند، چگونه می‌توانم سفارش پذیرایی خود را لغو کنم؟
0	Japanese	私の予定が変わりました、ケータリングの注文をどのようにキャンセルできますか？
0	Pashto	زما پلانونه بدل شوي، زه څنګه کولی شم خپل د کیټرینګ آرډر لغوه کړم؟
0	Sindhi	منهنجا منصوبا تبديل ٿي ويا آهن، مان پنهنجو ڪيٽرنگ آرڊر ڪيئن رد ڪري سگهان ٿو؟
0	Urdu	میرے منصوبے بدل گئے ہیں، میں اپنا کیٹرنگ آرڈر کیسے منسوخ کر سکتا ہوں؟

📊 Dataset Statistics

Metric	Value
Total questions per language	101
Number of languages	6
Total records	606
File format	JSONL
Avg. question length (EN)	~70 characters

⚠️ Limitations

Small size — 101 questions per language (best for evaluation, not full training)
Single domain — All questions focus on restaurant / catering order cancellation
Machine-assisted translations — Some low-resource translations may benefit from native review
No labels — This is an unlabeled question corpus; add intent labels as needed

📜 License

Apache 2.0 — free for commercial and research use.

🙏 Citation

If you use this dataset, please cite:

@dataset{polyglot_restaurant_questions_2026,
  title  = {Polyglot Restaurant Questions Dataset},
  author = {Nassim},
  year   = {2026},
  url    = {https://huggingface.co/datasets/nassimjp/Polyglot-Restaurant-Questions-Dataset},
  note   = {101 restaurant cancellation questions in 6 languages}
}

🔗 Links

Hugging Face: nassimjp/Polyglot-Restaurant-Questions-Dataset
Languages: English · Farsi · Japanese · Pashto · Sindhi · Urdu

⭐ If this dataset helped you, please give it a like on Hugging Face!


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