Adaptive RAG
Collection
6 items • Updated
dataset stringclasses 1
value | question_id stringlengths 16 18 | question_text stringlengths 30 100 | answers_objects listlengths 1 1 | contexts listlengths 11 106 | reference sequencelengths 1 9 | gold_context sequencelengths 1 1 | retrieved_contexts sequencelengths 1 1 | MaximumTokenProbability sequencelengths 2 22 | TokenEntropy sequencelengths 2 22 | Perplexity float64 0.1 0.87 | PTrue float64 1.45 16.7 | Verbalized1S float64 0 0.8 ⌀ | MeanPointwiseMutualInformation float64 -32.47 -17.93 | MeanConditionalPointwiseMutualInformation float64 -92.67 -23.5 | RenyiNeg float64 -23.02 -21.43 | FisherRao float64 0.43 0.74 | SemanticEntropy float64 0.04 19.6 | CCP float64 -0.69 -0 | SAR float64 -8.55 -3.98 | SentenceSAR float64 -7.38 8.06 | NumSemSets int64 2 10 | EigValLaplacian_NLI_score_entail float64 2.23 9.94 | DegMat_NLI_score_entail float64 0.39 0.91 | Eccentricity_NLI_score_entail float64 1.41 3 | LexicalSimilarity_rougeL float64 -0.87 -0.12 | no_context_response stringlengths 1 4.11k | context_response stringlengths 1 368 | tokens_all_context int64 45 60 | tokens_no_context int64 30 45 | MahalanobisDistanceSeq_decoder float64 1.56k 5.5k ⌀ | adaptive_rag_one_retrieve stringlengths 1 592 | adaptive_rag_no_retrieve stringlengths 1 454 | new_retriever_adaptive_rag_one_retrieve stringlengths 1 592 | new_retriever_adaptive_rag_no_retrieve stringlengths 1 454 | RelativeMahalanobisDistanceSeq_decoder float64 604 4.08k ⌀ | RDESeq_decoder float64 10.9 5.43k ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
nq | single_nq_dev_2389 | who sings i wont let the sun go down on me | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"Elton John"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "Don't Let the Sun Go Down on Me \"Don't Let the Sun Go Down on Me\" is a song written by English singer Elton John and his lyricist Bernie Taupin. It was originally recorded in 1974 by Elton John for his studio album \"Caribou\" and was released as a... | [
"Elton John"
] | [
"Title: Don't Let the Sun Go Down on Me. Content: Don't Let the Sun Go Down on Me \"Don't Let the Sun Go Down on Me\" is a song written by English singer Elton John and his lyricist Bernie Taupin. It was originally recorded in 1974 by Elton John for his studio album \"Caribou\" and was released as a single that pea... | [
""
] | [
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-0.5882233381271362,
-0.9072303771972656,
-0.9387173056602478,
-0.9999933838844299,
-0.3102976083755493
] | [
2.5741982460021973,
1.2907865047454834,
0.5616782307624817,
0.3171849846839905,
0.00009244888497050852,
1.9061108827590942
] | 0.402909 | 3.81852 | null | -28.882857 | -72.810106 | -22.040569 | 0.631977 | 5.271379 | -0.138322 | -6.176306 | -3.069701 | 8 | 7.898468 | 0.865446 | 2.828427 | -0.327852 | Lynyrd Skynyrd | Lynyrd Skynyrd. | 48 | 33 | 1,848.7948 | Nik Kershaw | Elton John | Nik Kershaw | Elton John | 1,006.816284 | 30.694697 |
nq | single_nq_dev_6357 | who said if i have seen further it is by standing on the shoulders of giants | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"Isaac Newton"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "calling to his brother through the desolate intervals of time,\" an idea he got from Schopenhauer's work in \"Der handschriftliche Nachlass\". Standing on the shoulders of giants The metaphor of dwarfs standing on the shoulders of giants () expresses... | [
"Isaac Newton"
] | [
"Title: Standing on the shoulders of giants. Content: calling to his brother through the desolate intervals of time,\" an idea he got from Schopenhauer's work in \"Der handschriftliche Nachlass\". Standing on the shoulders of giants The metaphor of dwarfs standing on the shoulders of giants () expresses the meaning... | [
""
] | [
-0.6177780032157898,
-0.999924898147583,
-0.713661789894104,
-0.8260985612869263,
-0.8191649317741394,
-0.9999920725822449,
-0.4073742628097534
] | [
1.2559400796890259,
0.0009738283697515726,
0.7489690780639648,
0.7298674583435059,
0.6859678626060486,
0.0001084902323782444,
1.747190237045288
] | 0.263475 | 2.674345 | null | -28.799345 | -65.685388 | -21.915112 | 0.668175 | 5.689345 | -0.218416 | -7.490944 | -4.577124 | 7 | 5.79908 | 0.815542 | 2.828456 | -0.595996 | Isaac Newton | Isaac Newton. | 53 | 38 | null | Isaac Newton | Isaac Newton | Isaac Newton | Isaac Newton | null | null |
nq | single_nq_dev_6218 | who played joel in the last of us | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"Troy Edward Baker"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "Troy Baker Troy Edward Baker (born April 1, 1976) is an American actor and musician known for portraying the lead characters in various video game titles. His most noteable voice performances are as Joel in \"The Last of Us\", Kanji Tatsumi in \"Pers... | [
"Troy Edward Baker"
] | [
"Title: Troy Baker. Content: Troy Baker Troy Edward Baker (born April 1, 1976) is an American actor and musician known for portraying the lead characters in various video game titles. His most noteable voice performances are as Joel in \"The Last of Us\", Kanji Tatsumi in \"Persona 4\", Booker DeWitt in \"BioShock ... | [
""
] | [
-0.3751663267612457,
-0.9592801332473755,
-0.9039803743362427,
-0.8771533370018005,
-0.9792748689651489,
-0.9999903440475464,
-0.39458295702934265
] | [
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0.2647069990634918,
0.4776243269443512,
0.5228807926177979,
0.12953028082847595,
0.00012844194134231657,
1.6652967929840088
] | 0.275631 | 4.505916 | null | -28.261682 | -73.078738 | -22.120739 | 0.627316 | 5.431309 | -0.217046 | -6.753807 | -3.867049 | 8 | 7.381267 | 0.857779 | 2.828427 | -0.380159 | Pedro Pascal | Pedro Pascal | 46 | 31 | 2,148.048828 | Troy Baker | Troy Baker | Troy Baker | Troy Baker | 1,197.064453 | 28.079042 |
nq | single_nq_dev_5033 | how many episodes are there of seven seconds | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"10"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "teenager from Jersey City—with his car. Jablonski calls his friends on the force to the scene. They assume Brenton is dead and a cover up ensues. Racial tensions explode in the face of injustice and the absence of quick resolution of the case. On Oct... | [
"10"
] | [
"Title: Seven Seconds (TV series). Content: teenager from Jersey City—with his car. Jablonski calls his friends on the force to the scene. They assume Brenton is dead and a cover up ensues. Racial tensions explode in the face of injustice and the absence of quick resolution of the case. On October 18, 2016, it was ... | [
""
] | [
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-0.8401337265968323,
-0.9989499449729919,
-0.19326254725456238
] | [
5.008077621459961,
1.3217747211456299,
0.6920541524887085,
0.0083971181884408,
2.8142600059509277
] | 0.788766 | 3.804524 | null | -24.234649 | -48.438276 | -22.357424 | 0.606353 | 12.29878 | -0.037141 | -5.675912 | 0.818293 | 10 | 8.07642 | 0.877622 | 3 | -0.316667 | I'm not aware of any information about a TV show or series called "Seven Seconds". | I don't have any information about the number of episodes of "Seven Seconds". | 45 | 30 | null | 25 | 8 | 25 | 8 | null | null |
nq | single_nq_dev_2438 | actress who plays hillary on the young and the restless | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"Marie - Charms Mishael Morgan"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "Mishael Morgan Marie-Charms Mishael Morgan (born July 15, 1986) known professionally as Mishael Morgan, is a Trinidadian-Canadian actress known for the role of Hilary Curtis on CBS Daytime soap opera, \"The Young and the Restless\". Marie-Charms Mish... | [
"Marie - Charms Mishael Morgan"
] | [
"Title: Mishael Morgan. Content: Mishael Morgan Marie-Charms Mishael Morgan (born July 15, 1986) known professionally as Mishael Morgan, is a Trinidadian-Canadian actress known for the role of Hilary Curtis on CBS Daytime soap opera, \"The Young and the Restless\". Marie-Charms Mishael Morgan was born in San Fernan... | [
""
] | [
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-0.3446927070617676
] | [
2.652174234390259,
0.2923201322555542,
3.6587750911712646,
0.14599400758743286,
0.00008087252354016528,
1.7365996837615967
] | 0.52053 | 4.294962 | null | -26.41474 | -64.502546 | -22.048906 | 0.632589 | 7.238506 | -0.202479 | -6.383064 | -2.531995 | 9 | 8.632214 | 0.878425 | 2.828447 | -0.31164 | MELISSA MOORE | Momoa | 48 | 33 | null | Hillary Scott | Maura West | Hillary Scott | Maura West | null | null |
nq | single_nq_dev_1259 | are pure metals made of atoms or ions | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"atoms"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "face-centered cubic (fcc), and hexagonal close-packed (hcp). In bcc, each atom is positioned at the center of a cube of eight others. In fcc and hcp, each atom is surrounded by twelve others, but the stacking of the layers differs. Some metals adopt ... | [
"atoms"
] | [
"Title: Metal. Content: face-centered cubic (fcc), and hexagonal close-packed (hcp). In bcc, each atom is positioned at the center of a cube of eight others. In fcc and hcp, each atom is surrounded by twelve others, but the stacking of the layers differs. Some metals adopt different structures depending on the temp... | [
""
] | [
-0.566468358039856,
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-0.9999907612800598,
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] | [
1.5035039186477661,
0.1864296942949295,
0.7001737952232361,
0.00012976466678082943,
1.8437055349349976
] | 0.296192 | 5.74835 | null | -27.523837 | -59.551877 | -21.994444 | 0.671263 | 4.588766 | -0.375714 | -7.473936 | -4.67961 | 7 | 5.375262 | 0.801803 | 2.645751 | -0.497972 | atoms | atoms | 45 | 30 | 4,253.098633 | atoms | atoms | atoms | atoms | 2,849.758301 | 3,164.880197 |
nq | single_nq_dev_2452 | when was the first soviet atomic bomb tested | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"29 August 1949"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "weapon project and the American Manhattan Project. The Soviet efforts also rounded up captured German scientists to join their program, and relied heavily on knowledge passed by spies to Soviet intelligence agencies. On 29 August 1949, the Soviet Uni... | [
"29 August 1949"
] | [
"Title: Soviet atomic bomb project. Content: weapon project and the American Manhattan Project. The Soviet efforts also rounded up captured German scientists to join their program, and relied heavily on knowledge passed by spies to Soviet intelligence agencies. On 29 August 1949, the Soviet Union secretly conducted... | [
""
] | [
-0.9616172909736633,
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-0.4470427930355072,
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-0.9995414018630981,
-0.9992490410804749,
-0.9380368590354919,
-0.8982002139091492,
-0.9999748468399048,
-0.43131187558174133
] | [
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0.44058290123939514,
0.00030113774118945,
1.6838830709457397
] | 0.159219 | 3.832395 | null | -23.090276 | -42.302438 | -22.141998 | 0.647806 | 2.949741 | -0.180486 | -8.134365 | -5.611948 | 5 | 3.436256 | 0.651539 | 2.00204 | -0.726596 | August 29, 1949 | August 29, 1949. | 47 | 32 | null | August 29, 1949 | August 29, 1949 | August 29, 1949 | August 29, 1949 | null | null |
nq | single_nq_dev_291 | what is the objective of tour de france | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"bicycle race"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "Tour de France The Tour de France () is an annual men's multiple stage bicycle race primarily held in France, while also occasionally passing through nearby countries. Like the other Grand Tours (the Giro d'Italia and the Vuelta a España), it consist... | [
"bicycle race"
] | [
"Title: Tour de France. Content: Tour de France The Tour de France () is an annual men's multiple stage bicycle race primarily held in France, while also occasionally passing through nearby countries. Like the other Grand Tours (the Giro d'Italia and the Vuelta a España), it consists of 21 day-long stages over the ... | [
""
] | [
-0.46720263361930847,
-0.3730170726776123,
-0.3265817165374756,
-0.8826437592506409,
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] | [
1.9936007261276245,
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0.5247125029563904,
0.2787070572376251,
0.843381404876709,
0.00008467362204100937,
1.8505370616912842
] | 0.491758 | 3.09855 | null | -22.3323 | -56.082191 | -22.201876 | 0.609819 | 6.428783 | -0.168305 | -6.830489 | -2.757821 | 7 | 6.089192 | 0.799844 | 2.645751 | -0.446756 | Winning the yellow jersey. | Win the race | 45 | 30 | null | The objective of the Tour de France is to hold a bicycle race that covers a distance of approximately 3,500 kilometers (2,200 miles) over a period of three weeks. The race is divided into stages, with each stage typically covering a distance of around 150-200 kilometers (93-124 miles). The objective of the race is to c... | to complete the race in the shortest time possible | to complete the race in the shortest time possible | to complete the race in the shortest time possible | null | null |
nq | single_nq_dev_1840 | where is the ask this old house barn located | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"the Boston area"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "theme song in 2012. In 2002, Time Inc. created \"Ask This Old House\". The show was inspired by a similar feature in \"This Old House Magazine\". It takes place in \"the loft\" of a rural barn somewhere in the Boston area. The regulars on the show ar... | [
"the Boston area"
] | [
"Title: This Old House. Content: theme song in 2012. In 2002, Time Inc. created \"Ask This Old House\". The show was inspired by a similar feature in \"This Old House Magazine\". It takes place in \"the loft\" of a rural barn somewhere in the Boston area. The regulars on the show are O'Connor, Tom Silva, Richard Tr... | [
""
] | [
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1.9382034540176392
] | 0.455471 | 4.001225 | null | -27.11303 | -58.740261 | -21.926908 | 0.655195 | 8.459456 | -0.2013 | -5.504993 | -1.555122 | 9 | 8.733399 | 0.883444 | 3 | -0.358536 | New England | New England | 46 | 31 | null | Boston area | Sudbury, Massachusetts | Boston area | Sudbury, Massachusetts | null | null |
nq | single_nq_dev_3974 | how many nit 's are there in india | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"31"
]
}
] | [{"idx":0,"is_supporting":true,"paragraph_text":"research include: National Institutes of Technology(...TRUNCATED) | [
"31"
] | ["Title: National Institutes of Technology. Content: research include: National Institutes of Techno(...TRUNCATED) | [
""
] | [-0.09155034273862839,-0.4158254861831665,-0.30370092391967773,-0.6861262321472168,-0.90836012363433(...TRUNCATED) | [4.909254550933838,1.977443814277649,3.087031602859497,0.9752862453460693,0.37803423404693604,0.0048(...TRUNCATED) | 0.82343 | 4.637683 | null | -23.351328 | -57.782895 | -22.430113 | 0.585182 | 12.243002 | -0.007412 | -5.008205 | 3.326645 | 10 | 7.819932 | 0.874463 | 3 | -0.226636 | There are 36 NITs (National Institutes of Technology) in India. | There are 36 universities in India that are called "National Institutes of Technology" (NITs). | 46 | 31 | null | there is no answer | 29 | there is no answer | 29 | null | null |
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