Natural Questions
Hugging FaceDataset Card for Natural Questions Dataset Summary The NQ corpus contains questions from real users, and it requires QA systems to read and comprehend an entire Wikipedia article that may or may not contain the answer to the question. The inclusion of real user questions, and the requirement that solutions should read an entire page to find the answer, cause NQ to be a more realistic and challenging task than prior QA datasets. Supported Tasks and Leaderboards… See the full description on the dataset page: https://huggingface.co/datasets/google-research-datasets/natural_questions.
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500 rows · 5 columns · showing first 12| # | id text | document text | question text | long_answer_candidates text | annotations text |
|---|---|---|---|---|---|
| 1 | 4549465242785278785 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>The Walking Dead (season 8) - Wiki… | {'text': 'when is the last episode of season 8 of the walking dead', 'tokens': array(['when', 'is', 'the', 'last', 'episode', 'of', 'season… | {'end_byte': array([57620, 53883, 54388, 56148, 56129, 55557, 56249, 56364, 56522, 56674, 56962, 57130, 57392, 57603, 58549, 59539, … | {'id': array(['6782080525527814293'], dtype=object), 'long_answer': array([{'candidate_index': 92, 'end_byte': 96948, 'end_token': 3538, 's… |
| 2 | -2543388002166163252 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>Persephone - Wikipedia</TITLE>\n\n… | {'text': 'in greek mythology who was the goddess of spring growth', 'tokens': array(['in', 'greek', 'mythology', 'who', 'was', 'the', 'godd… | {'end_byte': array([62898, 58933, 59089, 59894, 60156, 60254, 60446, 60618, 60763, 62753, 62882, 63581, 63565, 81194, 64068, 64298, … | {'id': array(['7719528322202775345'], dtype=object), 'long_answer': array([{'candidate_index': 58, 'end_byte': 84070, 'end_token': 965, 'st… |
| 3 | 5985355041383167183 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>Colony (biology) - Wikipedia</TITL… | {'text': 'benefits of colonial life for single celled organisms', 'tokens': array(['benefits', 'of', 'colonial', 'life', 'for', 'single', '… | {'end_byte': array([54151, 54966, 55845, 59144, 60541, 59465, 59860, 60535, 60529, 60523, 61333, 62062, 63676, 64953, 65246, 66028, … | {'id': array(['13676402902866580638'], dtype=object), 'long_answer': array([{'candidate_index': -1, 'end_byte': -1, 'end_token': -1, 'start… |
| 4 | -2975172535563055798 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>The Man in the High Castle (TV ser… | {'text': 'how many season of the man in the high castle', 'tokens': array(['how', 'many', 'season', 'of', 'the', 'man', 'in', 'the', 'high'… | {'end_byte': array([49862, 43135, 44219, 44200, 44344, 44592, 45535, 45516, 45073, 45173, 45425, 45787, 45986, 45967, 46059, 46157, … | {'id': array(['7446307064203576492'], dtype=object), 'long_answer': array([{'candidate_index': 0, 'end_byte': 49862, 'end_token': 473, 'sta… |
| 5 | -1052334833502528495 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>List of heads of state of Nigeria … | {'text': 'who was the first ministry head of state in nigeria', 'tokens': array(['who', 'was', 'the', 'first', 'ministry', 'head', 'of', 's… | {'end_byte': array([48170, 42667, 43557, 46355, 46343, 43856, 43850, 44088, 44082, 44283, 44277, 44828, 44822, 44816, 45382, 45376, … | {'id': array(['3569531263672159632'], dtype=object), 'long_answer': array([{'candidate_index': -1, 'end_byte': -1, 'end_token': -1, 'start_… |
| 6 | -6252343352866892945 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>List of awards and nominations rec… | {'text': 'how many nominations does game of thrones have', 'tokens': array(['how', 'many', 'nominations', 'does', 'game', 'of', 'thrones', … | {'end_byte': array([72681, 71528, 71516, 56981, 57278, 57727, 57478, 57472, 58144, 57895, 57889, 58548, 58299, 58952, 58703, 59399, … | {'id': array(['14840975513360924403'], dtype=object), 'long_answer': array([{'candidate_index': -1, 'end_byte': -1, 'end_token': -1, 'start… |
| 7 | 5847589205369456560 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>Judaism - Wikipedia</TITLE>\n\n\n<… | {'text': 'what is the name of the most important jewish text', 'tokens': array(['what', 'is', 'the', 'name', 'of', 'the', 'most', 'importan… | {'end_byte': array([80027, 60701, 60859, 63809, 63133, 63128, 63123, 63308, 63786, 64896, 64873, 64369, 64786, 66390, 65633, 65628, … | {'id': array(['17072764687132696888'], dtype=object), 'long_answer': array([{'candidate_index': 127, 'end_byte': 133367, 'end_token': 4408,… |
| 8 | -779398336021950751 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>Hanggang Makita Kang Muli - Wikipe… | {'text': 'until we meet again filipino soap episode 10', 'tokens': array(['until', 'we', 'meet', 'again', 'filipino', 'soap', 'episode', … | {'end_byte': array([59146, 54709, 55237, 55394, 55504, 55576, 55784, 55765, 55682, 55710, 55759, 55930, 56110, 56238, 56407, 56530, … | {'id': array(['8882372654595768334'], dtype=object), 'long_answer': array([{'candidate_index': -1, 'end_byte': -1, 'end_token': -1, 'start_… |
| 9 | 2966400022502400195 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>Football in Spain - Wikipedia</TIT… | {'text': "what is the name of spain's most famous soccer team", 'tokens': array(['what', 'is', 'the', 'name', 'of', 'spain', "'s", 'most', … | {'end_byte': array([62134, 57997, 58682, 58737, 58922, 59097, 59184, 59280, 59334, 59470, 59919, 59893, 59660, 60051, 61475, 61449, … | {'id': array(['6941694715118069526'], dtype=object), 'long_answer': array([{'candidate_index': 25, 'end_byte': 64845, 'end_token': 537, 'st… |
| 10 | 3542596469291219966 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>Robot-assisted surgery - Wikipedia… | {'text': 'when was the first robot used in surgery', 'tokens': array(['when', 'was', 'the', 'first', 'robot', 'used', 'in', 'surgery'], … | {'end_byte': array([48854, 48837, 50378, 51550, 52173, 52382, 57345, 58747, 59279, 60114, 60854, 61775, 64182, 66389, 67001, 67409, … | {'id': array(['11764659222333308910'], dtype=object), 'long_answer': array([{'candidate_index': 43, 'end_byte': 93526, 'end_token': 3961, '… |
| 11 | 5297094182357205561 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>List of The Fast and the Furious c… | {'text': 'who are the actors in fast and furious', 'tokens': array(['who', 'are', 'the', 'actors', 'in', 'fast', 'and', 'furious'], d… | {'end_byte': array([55624, 55607, 56234, 72638, 72239, 72364, 72487, 72621, 96322, 72837, 74614, 74693, 75097, 75504, 75941, 76337, … | {'id': array(['3111499919664149200'], dtype=object), 'long_answer': array([{'candidate_index': 8, 'end_byte': 96322, 'end_token': 2380, 'st… |
| 12 | -7429105113239769690 | {'html': '<!DOCTYPE html>\n<HTML class="client-js ve-not-available" lang="en" dir="ltr"><HEAD>\n\n<TITLE>Tom Paris - Wikipedia</TITLE>\n\n\… | {'text': 'when does tom paris become a lieutenant again', 'tokens': array(['when', 'does', 'tom', 'paris', 'become', 'a', 'lieutenant', … | {'end_byte': array([47157, 47140, 45275, 45258, 46911, 46894, 49428, 47353, 47486, 47994, 48085, 48282, 48235, 48344, 48475, 48845, … | {'id': array(['13306123758205215060'], dtype=object), 'long_answer': array([{'candidate_index': 32, 'end_byte': 55798, 'end_token': 1001, '… |
Interesting queries to try
Columns
- id text
- document mixed
- question mixed
- long_answer_candidates datetime
- annotations mixed