input stringlengths 9 522 | output stringlengths 27 34 | doc_idx int64 0 110k | gt_rqid stringclasses 0
values |
|---|---|---|---|
query: when is the last episode of season 8 of the walking dead | <r0_38> <r1_12> <r2_110> <r3_0> | 0 | null |
query: in greek mythology who was the goddess of spring growth | <r0_30> <r1_30> <r2_251> <r3_0> | 1 | null |
query: benefits of colonial life for single celled organisms | <r0_251> <r1_211> <r2_150> <r3_0> | 2 | null |
query: how many season of the man in the high castle | <r0_98> <r1_129> <r2_8> <r3_0> | 3 | null |
query: who was the first ministry head of state in nigeria | <r0_191> <r1_250> <r2_8> <r3_0> | 4 | null |
query: how many nominations does game of thrones have | <r0_32> <r1_169> <r2_8> <r3_0> | 5 | null |
query: what is the name of the most important jewish text | <r0_77> <r1_3> <r2_208> <r3_0> | 6 | null |
query: until we meet again filipino soap episode 10 | <r0_123> <r1_30> <r2_15> <r3_0> | 7 | null |
query: what is the name of spain's most famous soccer team | <r0_201> <r1_5> <r2_197> <r3_0> | 8 | null |
query: when was the first robot used in surgery | <r0_120> <r1_222> <r2_24> <r3_0> | 9 | null |
query: who are the actors in fast and furious | <r0_171> <r1_143> <r2_15> <r3_0> | 10 | null |
query: when does tom paris become a lieutenant again | <r0_255> <r1_233> <r2_65> <r3_0> | 11 | null |
query: who sang the song i'm a nut | <r0_148> <r1_75> <r2_49> <r3_0> | 12 | null |
query: who sings the song i don't care i love it | <r0_134> <r1_128> <r2_23> <r3_0> | 13 | null |
query: what does the key to the city entitle you to | <r0_184> <r1_161> <r2_139> <r3_0> | 14 | null |
query: when did fast and furious 5 come out | <r0_131> <r1_143> <r2_110> <r3_0> | 15 | null |
query: who are uncle owen and aunt beru related to | <r0_137> <r1_209> <r2_251> <r3_0> | 16 | null |
query: when the clear air act was revised in 1990 it gave states | <r0_51> <r1_157> <r2_237> <r3_0> | 17 | null |
query: what is sauce for the goose is sauce for the gander examples | <r0_170> <r1_204> <r2_139> <r3_0> | 18 | null |
query: where is zimbabwe located in the world map | <r0_141> <r1_117> <r2_173> <r3_0> | 19 | null |
query: 100 acres is equal to how many hectares | <r0_101> <r1_70> <r2_252> <r3_0> | 20 | null |
query: who has won a calendar grand slam in tennis | <r0_152> <r1_209> <r2_116> <r3_0> | 21 | null |
query: where was donovan mitchell picked in the draft | <r0_9> <r1_99> <r2_208> <r3_0> | 22 | null |
query: list of food and beverage companies in the philippines | <r0_5> <r1_181> <r2_94> <r3_0> | 23 | null |
query: where does british airways fly to in south america | <r0_161> <r1_51> <r2_19> <r3_0> | 24 | null |
query: what is the enthalpy of formation of cao(s) | <r0_118> <r1_199> <r2_128> <r3_0> | 25 | null |
query: where did the beatles final live performance take place | <r0_97> <r1_173> <r2_139> <r3_0> | 26 | null |
query: who is the president of costa rica 2017 | <r0_108> <r1_99> <r2_244> <r3_0> | 27 | null |
query: describe charlemagne in the epic the song of roland | <r0_48> <r1_203> <r2_149> <r3_0> | 28 | null |
query: when did power rangers tv show come out | <r0_82> <r1_191> <r2_116> <r3_0> | 29 | null |
query: inheritance of the a b o blood groups is an example of | <r0_223> <r1_238> <r2_173> <r3_0> | 30 | null |
query: who holds the most women's wimbledon titles | <r0_152> <r1_66> <r2_204> <r3_0> | 32 | null |
query: what does a dualist way of thinking mean | <r0_136> <r1_211> <r2_77> <r3_0> | 33 | null |
query: where does jinx you owe me a coke come from | <r0_22> <r1_169> <r2_169> <r3_0> | 34 | null |
query: do yahoo email addresses end in com or net | <r0_253> <r1_243> <r2_151> <r3_0> | 35 | null |
query: who's making love to your old lady | <r0_134> <r1_24> <r2_71> <r3_0> | 36 | null |
query: athletes who have won dancing with the stars | <r0_110> <r1_110> <r2_39> <r3_0> | 37 | null |
query: equation for the velocity of an object in motion at constant acceleration | <r0_56> <r1_237> <r2_150> <r3_0> | 38 | null |
query: where does the last name hickey come from | <r0_205> <r1_131> <r2_180> <r3_0> | 39 | null |
query: when does maggie come on grey's anatomy | <r0_38> <r1_218> <r2_251> <r3_0> | 40 | null |
query: the rembrandts i'll be there for you album | <r0_231> <r1_96> <r2_49> <r3_0> | 41 | null |
query: where do lie bumps come from on your tongue | <r0_120> <r1_92> <r2_65> <r3_0> | 42 | null |
query: where is the greatest royal rumble taking place | <r0_152> <r1_163> <r2_244> <r3_0> | 43 | null |
query: who sang my name is tallulah in bugsy malone | <r0_130> <r1_38> <r2_149> <r3_0> | 44 | null |
query: a property tax bill is an example of | <r0_37> <r1_3> <r2_197> <r3_0> | 45 | null |
query: when did the volcano erupt in indonesia 2018 | <r0_220> <r1_109> <r2_151> <r3_0> | 46 | null |
query: income elasticity of demand for normal good is always | <r0_196> <r1_196> <r2_56> <r3_0> | 47 | null |
query: what is andy's sisters name in toy story | <r0_171> <r1_38> <r2_116> <r3_0> | 48 | null |
query: who sings with shaggy on it wasn me | <r0_240> <r1_72> <r2_201> <r3_0> | 49 | null |
query: when was the cat of nine tails last used | <r0_172> <r1_133> <r2_15> <r3_0> | 50 | null |
query: what is the largest catholic high school in america | <r0_76> <r1_19> <r2_128> <r3_0> | 51 | null |
query: who established the peoples republic of china in 1949 | <r0_230> <r1_197> <r2_237> <r3_0> | 52 | null |
query: where do clouds form when there is a cold front | <r0_116> <r1_139> <r2_89> <r3_0> | 53 | null |
query: who sang take that look off your face | <r0_231> <r1_236> <r2_19> <r3_0> | 54 | null |
query: who plays percy in the lost city of z | <r0_189> <r1_19> <r2_19> <r3_0> | 55 | null |
query: where did meredith grey go instead of dc | <r0_123> <r1_178> <r2_65> <r3_0> | 56 | null |
query: is stone cold steve austin in the longest yard | <r0_130> <r1_223> <r2_23> <r3_0> | 57 | null |
query: who plays the first lady on house of cards | <r0_215> <r1_97> <r2_204> <r3_0> | 58 | null |
query: can't take my eyes off you lyrics meaning | <r0_231> <r1_158> <r2_49> <r3_0> | 59 | null |
query: what are the parts of the finger called | <r0_225> <r1_37> <r2_201> <r3_0> | 60 | null |
query: better than i've ever been dj premier remix | <r0_132> <r1_111> <r2_39> <r3_0> | 61 | null |
query: who sang cant take my eyes off of you | <r0_231> <r1_158> <r2_49> <r3_0> | 59 | null |
query: what is the meaning of the word midian | <r0_77> <r1_186> <r2_86> <r3_0> | 62 | null |
query: who invented the use of electricity during the industrial revolution | <r0_91> <r1_207> <r2_237> <r3_0> | 63 | null |
query: who owns st andrews golf course in scotland | <r0_156> <r1_126> <r2_175> <r3_0> | 64 | null |
query: the noble gas in the same period as germanium | <r0_216> <r1_78> <r2_154> <r3_0> | 65 | null |
query: at the center of the storm george tenet | <r0_178> <r1_198> <r2_140> <r3_0> | 66 | null |
query: which city and state hosts the annual college world series | <r0_94> <r1_14> <r2_204> <r3_0> | 67 | null |
query: who played the baby in the blue lagoon | <r0_80> <r1_20> <r2_214> <r3_0> | 69 | null |
query: the period of european history between ancient and modern eras | <r0_166> <r1_85> <r2_197> <r3_0> | 70 | null |
query: when does grey's anatomy season 14 premiere | <r0_38> <r1_178> <r2_86> <r3_0> | 71 | null |
query: the partial pressure of carbon dioxide in arterial blood is approximately | <r0_118> <r1_157> <r2_24> <r3_0> | 72 | null |
query: what kind of music is scott joplin most famous for | <r0_218> <r1_99> <r2_218> <r3_0> | 73 | null |
query: cast of star trek the next generation the perfect mate | <r0_255> <r1_209> <r2_140> <r3_0> | 74 | null |
query: what was uncle jesse's original last name on full house | <r0_38> <r1_231> <r2_35> <r3_0> | 75 | null |
query: map of gulf of mexico and atlantic ocean | <r0_18> <r1_108> <r2_85> <r3_0> | 76 | null |
query: who pays the judgements on the judge mathis show | <r0_159> <r1_75> <r2_86> <r3_0> | 77 | null |
query: who made up the elf on the shelf | <r0_178> <r1_149> <r2_201> <r3_0> | 78 | null |
query: dale carnegie how to win and influence friends pdf | <r0_153> <r1_24> <r2_39> <r3_0> | 79 | null |
query: does an american president have to be born in the united states | <r0_246> <r1_67> <r2_141> <r3_0> | 80 | null |
query: who warned concord that the british were coming | <r0_189> <r1_90> <r2_146> <r3_0> | 81 | null |
query: who lasted the longest on alone season 2 | <r0_72> <r1_46> <r2_2> <r3_0> | 82 | null |
query: for an asset to be considered money it must be | <r0_195> <r1_105> <r2_175> <r3_0> | 83 | null |
query: vienna general hospital - medical university campus wien austria | <r0_36> <r1_178> <r2_8> <r3_0> | 84 | null |
query: the boy in robin hood prince of thieves | <r0_180> <r1_75> <r2_8> <r3_0> | 85 | null |
query: which is another name for a client operating system | <r0_113> <r1_37> <r2_23> <r3_0> | 86 | null |
query: where is the us military base in japan | <r0_173> <r1_195> <r2_169> <r3_0> | 87 | null |
query: who determines the size of the supreme court | <r0_194> <r1_229> <r2_146> <r3_0> | 88 | null |
query: who has been the richest person in the world | <r0_166> <r1_214> <r2_49> <r3_0> | 91 | null |
query: when was the last time liverpool won first 5 games | <r0_128> <r1_205> <r2_39> <r3_0> | 92 | null |
query: don henley you'll never make love in this town again | <r0_178> <r1_30> <r2_71> <r3_0> | 93 | null |
query: which of the following can increase the heat island effect in urban areas | <r0_124> <r1_152> <r2_180> <r3_0> | 94 | null |
query: who designed the national coat of arms of south africa | <r0_165> <r1_117> <r2_140> <r3_0> | 95 | null |
query: who was gails most recent husband in coronation street | <r0_3> <r1_89> <r2_251> <r3_0> | 96 | null |
query: when does model code of conduct come into force | <r0_64> <r1_140> <r2_109> <r3_0> | 97 | null |
query: when did the dolan twins post their first youtube video | <r0_185> <r1_49> <r2_129> <r3_0> | 98 | null |
query: what does it mean when u have a lot of saliva | <r0_75> <r1_226> <r2_99> <r3_0> | 99 | null |
query: where does st elmo's fire take place | <r0_130> <r1_28> <r2_99> <r3_0> | 100 | null |
query: who sings the song i ain't got nobody | <r0_240> <r1_128> <r2_2> <r3_0> | 101 | null |
query: what is the chemical formula for sodium bicarbonate | <r0_118> <r1_31> <r2_219> <r3_0> | 102 | null |
End of preview. Expand in Data Studio
NQ320k-semid
Natural Questions generative-retrieval pairs with three semantic RQ tokens and a deterministic fourth token that disambiguates documents sharing the same semantic prefix.
Files and splits
| Split | Original JSONL file | Rows |
|---|---|---|
| Train | data/train.jsonl | 949,645 |
| Validation | data/validation.jsonl | 15,572 |
| Test | data/test.jsonl | 7,830 |
The original JSONL files are uploaded byte-for-byte. The requested name contains NQ320k; training contains 949,645 augmented pairs: 291,801 real-query pairs, 109,650 document-text pairs, and 548,194 pseudo-query pairs. Validation is retained as a separate split for model selection. Testing is held out.
Columns
input: original query or document text, including its task prefix.output: four-token document ID, such as<r0_38> <r1_12> <r2_110> <r3_0>.doc_idx: zero-based corpus index.gt_rqid: ground-truth ID in the original validation/test rows, equal tooutput. This field is absent from the raw training file; the declared shared schema exposes it as null when loading the training split. Useoutputas the target for every split.
Each of the four namespaces contains 256 tokens. The target stores four RQ tokens without EOS; the training tokenizer appends EOS. Full IDs are unique across 109,650 documents.
Construction and artifacts
The first three tokens reuse levels 0–2 of the existing NQ RQ9 codes. The suffix is assigned deterministically within each exact prefix group. The reference artifact is nq_rq9_prefix3_collision_suffix_dsi_qg_single_route_s42; identifiers come from nq_rq9_prefix3_collision_suffix_s42.
artifacts/idx_to_rqid.json: shared corpus-index to document-ID mapping.artifacts/codebooks.npy: semantic codebooks, shape(3, 256, 1024).artifacts/manifest.json: original counts, provenance, and JSONL SHA-256 checksums.
Only the three semantic namespaces use centroid initialization. The fourth namespace is a collision suffix.
Load
from datasets import load_dataset
dataset = load_dataset("Abner0803/NQ320k-semid")
train = dataset["train"]
validation = dataset["validation"]
test = dataset["test"]
To use the original files directly:
from huggingface_hub import hf_hub_download
train_file = hf_hub_download("Abner0803/NQ320k-semid", "data/train.jsonl", repo_type="dataset")
test_file = hf_hub_download("Abner0803/NQ320k-semid", "data/test.jsonl", repo_type="dataset")
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