তথ্যসূত্র:
সার্চকিউএ
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:multi_re_qa/SearchQA')
- বর্ণনা :
MultiReQA contains the sentence boundary annotation from eight publicly available QA datasets including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, BioASQ, RelationExtraction, and TextbookQA. Five of these datasets, including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, contain both training and test data, and three, including BioASQ, RelationExtraction, TextbookQA, contain only the test data
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.0.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'train' | 3163801 |
'validation' | 454836 |
- বৈশিষ্ট্য :
{
"candidate_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"response_start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"response_end": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}
ট্রিভিয়াকিউএ
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:multi_re_qa/TriviaQA')
- বর্ণনা :
MultiReQA contains the sentence boundary annotation from eight publicly available QA datasets including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, BioASQ, RelationExtraction, and TextbookQA. Five of these datasets, including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, contain both training and test data, and three, including BioASQ, RelationExtraction, TextbookQA, contain only the test data
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.0.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'train' | 1893674 |
'validation' | 238339 |
- বৈশিষ্ট্য :
{
"candidate_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"response_start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"response_end": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}
HotpotQA
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:multi_re_qa/HotpotQA')
- বর্ণনা :
MultiReQA contains the sentence boundary annotation from eight publicly available QA datasets including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, BioASQ, RelationExtraction, and TextbookQA. Five of these datasets, including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, contain both training and test data, and three, including BioASQ, RelationExtraction, TextbookQA, contain only the test data
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.0.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'train' | 508879 |
'validation' | 52191 |
- বৈশিষ্ট্য :
{
"candidate_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"response_start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"response_end": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}
স্কোয়াড
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:multi_re_qa/SQuAD')
- বর্ণনা :
MultiReQA contains the sentence boundary annotation from eight publicly available QA datasets including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, BioASQ, RelationExtraction, and TextbookQA. Five of these datasets, including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, contain both training and test data, and three, including BioASQ, RelationExtraction, TextbookQA, contain only the test data
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.0.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'train' | 95659 |
'validation' | 10642 |
- বৈশিষ্ট্য :
{
"candidate_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"response_start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"response_end": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}
স্বাভাবিক প্রশ্ন
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:multi_re_qa/NaturalQuestions')
- বর্ণনা :
MultiReQA contains the sentence boundary annotation from eight publicly available QA datasets including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, BioASQ, RelationExtraction, and TextbookQA. Five of these datasets, including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, contain both training and test data, and three, including BioASQ, RelationExtraction, TextbookQA, contain only the test data
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.0.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'train' | 448355 |
'validation' | 22118 |
- বৈশিষ্ট্য :
{
"candidate_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"response_start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"response_end": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}
বায়োএএসকিউ
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:multi_re_qa/BioASQ')
- বর্ণনা :
MultiReQA contains the sentence boundary annotation from eight publicly available QA datasets including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, BioASQ, RelationExtraction, and TextbookQA. Five of these datasets, including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, contain both training and test data, and three, including BioASQ, RelationExtraction, TextbookQA, contain only the test data
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.0.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'test' | 14158 |
- বৈশিষ্ট্য :
{
"candidate_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"response_start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"response_end": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}
সম্পর্ক নিষ্কাশন
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:multi_re_qa/RelationExtraction')
- বর্ণনা :
MultiReQA contains the sentence boundary annotation from eight publicly available QA datasets including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, BioASQ, RelationExtraction, and TextbookQA. Five of these datasets, including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, contain both training and test data, and three, including BioASQ, RelationExtraction, TextbookQA, contain only the test data
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.0.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'test' | 3301 |
- বৈশিষ্ট্য :
{
"candidate_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"response_start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"response_end": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}
পাঠ্যপুস্তক QA
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:multi_re_qa/TextbookQA')
- বর্ণনা :
MultiReQA contains the sentence boundary annotation from eight publicly available QA datasets including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, BioASQ, RelationExtraction, and TextbookQA. Five of these datasets, including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, contain both training and test data, and three, including BioASQ, RelationExtraction, TextbookQA, contain only the test data
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.0.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'test' | 71147 |
- বৈশিষ্ট্য :
{
"candidate_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"response_start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"response_end": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}
DuoRC
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:multi_re_qa/DuoRC')
- বর্ণনা :
MultiReQA contains the sentence boundary annotation from eight publicly available QA datasets including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, BioASQ, RelationExtraction, and TextbookQA. Five of these datasets, including SearchQA, TriviaQA, HotpotQA, NaturalQuestions, SQuAD, contain both training and test data, and three, including BioASQ, RelationExtraction, TextbookQA, contain only the test data
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.0.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'test' | 5525 |
- বৈশিষ্ট্য :
{
"candidate_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"response_start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"response_end": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}