Adaptive RAG
Collection
6 items • Updated
dataset stringclasses 1 value | question_id stringlengths 19 21 | question_text stringlengths 20 155 | answers_objects listlengths 1 1 | contexts listlengths 10 77 | reference sequencelengths 1 1 | gold_context sequencelengths 1 1 | retrieved_contexts sequencelengths 1 1 | context_response stringlengths 1 261 | no_context_response stringlengths 1 327 | tokens_all_context int64 41 74 | tokens_no_context int64 26 59 | MaximumTokenProbability sequencelengths 2 20 | TokenEntropy sequencelengths 2 20 | Perplexity float64 0.07 1.78 | PTrue float64 1.77 15.9 | Verbalized1S float64 0.05 1 ⌀ | MeanPointwiseMutualInformation float64 -33.13 -14.41 | MeanConditionalPointwiseMutualInformation float64 -83.25 -15 | RenyiNeg float64 -22.98 -21.51 | FisherRao float64 0.44 0.73 | SemanticEntropy float64 -1.55 20.7 | CCP float64 -0.72 -0 | SAR float64 -8.68 -4.32 | SentenceSAR float64 -8.23 6.04 | NumSemSets int64 1 10 | EigValLaplacian_NLI_score_entail float64 1.15 9.95 | DegMat_NLI_score_entail float64 0.13 0.9 | Eccentricity_NLI_score_entail float64 1 3 | LexicalSimilarity_rougeL float64 -0.87 -0.14 | adaptive_rag_one_retrieve stringlengths 1 646 | adaptive_rag_no_retrieve stringlengths 1 461 | new_retriever_adaptive_rag_one_retrieve stringlengths 1 646 | new_retriever_adaptive_rag_no_retrieve stringlengths 1 461 | MahalanobisDistanceSeq_decoder float64 398 1.73k ⌀ | RelativeMahalanobisDistanceSeq_decoder float64 -314.09 417 ⌀ | RDESeq_decoder float64 13.8 2.93k ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
squad | single_squad_dev_4681 | What is the name of an ancient Greek work impacting botany? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"De Materia Medica"
]
}
] | [
{
"idx": 0,
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"paragraph_text": "almost seventeen centuries later. Another work from Ancient Greece that made an early impact on botany is \"De Materia Medica\", a five-volume encyclopedia about herbal medicine written in the middle of the first century by Greek physician and pharma... | [
"De Materia Medica"
] | [
"Another work from Ancient Greece that made an early impact on botany is De Materia Medica, a five-volume encyclopedia about herbal medicine written in the middle of the first century by Greek physician and pharmacologist Pedanius Dioscorides. De Materia Medica was widely read for more than 1,500 years. Important c... | [
""
] | Theophrastus' "Enquiry into Plants". | De Materia Medica | 49 | 34 | [
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] | 0.146359 | 2.751249 | null | -24.737358 | -45.34837 | -21.932537 | 0.665787 | 5.54619 | -0.376274 | -7.385756 | -5.498224 | 7 | 6.252163 | 0.808398 | 2.44949 | -0.552381 | De Materia Medica | Historia Plantarum | De Materia Medica | Historia Plantarum | 1,012.171631 | 78.611328 | 309.459222 |
squad | single_squad_dev_4771 | Most U.S law, the kind of law we live everyday, consists of what kind of law? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"state law"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "constitutional rights. Thus, most U.S. law (especially the actual \"living law\" of contract, tort, property, criminal, and family law experienced by the majority of citizens on a day-to-day basis) consists primarily of state law, which can and does ... | [
"state law"
] | [
"Federal law and treaties, so long as they are in accordance with the Constitution, preempt conflicting state and territorial laws in the 50 U.S. states and in the territories. However, the scope of federal preemption is limited because the scope of federal power is not universal. In the dual-sovereign system of Am... | [
""
] | Common law. | Common law | 56 | 41 | [
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] | 0.382048 | 3.485404 | null | -30.124504 | -72.112095 | -21.997066 | 0.645273 | 5.880509 | -0.300614 | -7.366181 | -3.819711 | 5 | 5.102947 | 0.778751 | 2.449493 | -0.510952 | positive law | Common law | positive law | Common law | null | null | null |
squad | single_squad_dev_2464 | In what novel was The Times featured as an organ of a totalitarian ruling party? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
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"Nineteen Eighty-Four"
]
}
] | [
{
"idx": 0,
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"paragraph_text": "has grown to be one of the most respected for its national and world rankings. In the dystopian future world of George Orwell's \"Nineteen Eighty-Four\", \"The Times\" has been transformed into the organ of the totalitarian ruling party, its editoria... | [
"Nineteen Eighty-Four"
] | [
"In the dystopian future world of George Orwell's Nineteen Eighty-Four, The Times has been transformed into the organ of the totalitarian ruling party, its editorials—of which several are quoted in the book—reflecting Big Brother's pronouncements."
] | [
""
] | 1984 | 1984 | 52 | 37 | [
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] | 0.216367 | 3.585847 | null | -29.935123 | -51.875731 | -21.937357 | 0.669303 | 5.429791 | -0.338879 | -6.838981 | -4.139868 | 7 | 5.771016 | 0.81288 | 2.449493 | -0.451852 | Nineteen Eighty-Four | 1984 | Nineteen Eighty-Four | 1984 | 1,359.016968 | 230.168335 | 312.485105 |
squad | single_squad_dev_4799 | When was the citizenship laws placed into effect in Burma ? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"1982"
]
}
] | [
{
"idx": 0,
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"paragraph_text": "to be gaining speed. The Rohingya people have consistently faced human rights abuses by the Burmese regime that has refused to acknowledge them as Burmese citizens (despite some of them having lived in Burma for over three generations)—the Rohingya h... | [
"1982"
] | [
"The Rohingya people have consistently faced human rights abuses by the Burmese regime that has refused to acknowledge them as Burmese citizens (despite some of them having lived in Burma for over three generations)—the Rohingya have been denied Burmese citizenship since the enactment of a 1982 citizenship law. The... | [
""
] | 1948 | 1948 | 47 | 32 | [
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] | [
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] | 0.32799 | 3.483883 | null | -31.066653 | -75.807743 | -22.119802 | 0.645061 | 6.706856 | -0.149045 | -7.237775 | -4.306716 | 8 | 7.977689 | 0.868022 | 2.828428 | -0.430776 | 1925 | 1948 | 1925 | 1948 | null | null | null |
squad | single_squad_dev_573 | What do they want to impliment in 2016? | [
{
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"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"a 12-year system"
]
}
] | [
{
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"paragraph_text": "being brought under control. Public education in Tajikistan consists of 11 years of primary and secondary education but the government has plans to implement a 12-year system in 2016. There is a relatively large number of tertiary education instituti... | [
"a 12-year system"
] | [
"Public education in Tajikistan consists of 11 years of primary and secondary education but the government has plans to implement a 12-year system in 2016. There is a relatively large number of tertiary education institutions including Khujand State University which has 76 departments in 15 faculties, Tajikistan St... | [
""
] | I don't have the information to answer that question. | Reforms | 48 | 33 | [
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] | 0.565994 | 4.164942 | null | -26.373416 | -48.034613 | -22.162605 | 0.632153 | 8.143438 | -0.137251 | -5.01843 | -0.342433 | 8 | 8.000829 | 0.869226 | 2.828427 | -0.298451 | There is no answer | Not available | There is no answer | Not available | null | null | null |
squad | single_squad_dev_3603 | How many times have the Seattle Seahawks played in the World Series? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"three"
]
}
] | [
{
"idx": 0,
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"paragraph_text": "three times: 2005, 2013 and 2014. The team played in the Kingdome until it was imploded in 2000 and moved into Qwest Field (now CenturyLink Field) at the same site in 2003. The Seahawks lost Super Bowl XL in 2005 to the Pittsburgh Steelers in Detroit... | [
"three"
] | [
"The Seahawks' CenturyLink Field has hosted NFL playoff games in 2006, 2008, 2011, 2014 and 2015. The Seahawks have advanced to the Super Bowl three times: 2005, 2013 and 2014. They defeated the Denver Broncos 43-8 to win their first Super Bowl championship in Super Bowl XLVIII, but lost 24-28 against the New Engla... | [
""
] | 0 | The Seattle Seahawks are a football team that competes in the National Football League (NFL). They have never played in the World Series, as the World Series is the championship series of Major League Baseball (MLB) played between the American League (AL) champion team and the National League (NL) champion team. | 49 | 34 | [
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] | 0.068894 | 4.969754 | null | -22.477644 | -46.913049 | -22.404184 | 0.606314 | -1.54776 | -0.724885 | -8.682488 | -8.231186 | 1 | 1.153466 | 0.127573 | 1.000366 | -0.874074 | zero | zero | zero | zero | 1,106.467041 | 31.486816 | 373.731788 |
squad | single_squad_dev_7769 | Is ultramicrobacteria is well examined? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"not well-studied"
]
}
] | [
{
"idx": 0,
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"paragraph_text": "sizes, called morphologies. Bacterial cells are about one-tenth the size of eukaryotic cells and are typically 0.5–5.0 micrometres in length. However, a few species are visible to the unaided eye—for example, \"Thiomargarita namibiensis\" is up to ha... | [
"not well-studied"
] | [
"Bacteria display a wide diversity of shapes and sizes, called morphologies. Bacterial cells are about one-tenth the size of eukaryotic cells and are typically 0.5–5.0 micrometres in length. However, a few species are visible to the unaided eye — for example, Thiomargarita namibiensis is up to half a millimetre lon... | [
""
] | No | No | 46 | 31 | [
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] | [
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2.4879863262176514
] | 0.370185 | 2.318622 | 0.8 | -28.113531 | -27.834549 | -21.948753 | 0.673618 | 9.006006 | -0.179543 | -6.357257 | -1.795694 | 9 | 7.142608 | 0.859722 | 3 | -0.314719 | No | yes | No | yes | null | null | null |
squad | single_squad_dev_7765 | What is a large domain of prokaryotic microorganisms? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"Bacteria"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "Bacteria Bacteria (; common noun bacteria, singular bacterium) are a type of biological cell. They constitute a large domain of prokaryotic microorganisms. Typically a few micrometres in length, bacteria have a number of shapes, ranging from spheres ... | [
"Bacteria"
] | [
"Bacteria (i/bækˈtɪəriə/; singular: bacterium) constitute a large domain of prokaryotic microorganisms. Typically a few micrometres in length, bacteria have a number of shapes, ranging from spheres to rods and spirals. Bacteria were among the first life forms to appear on Earth, and are present in most of its habit... | [
""
] | The answer is: Ecosystem | Bacteria | 49 | 34 | [
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] | [
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] | 0.360498 | 3.517639 | null | -30.498472 | -58.771955 | -22.002272 | 0.652888 | 5.78496 | -0.132 | -6.512491 | -3.536174 | 8 | 6.57892 | 0.818537 | 2.828427 | -0.45291 | Bacteria | Archaea | Bacteria | Archaea | null | null | null |
squad | single_squad_dev_1825 | In what city can KU's hospital be found? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"Kansas City"
]
}
] | [
{
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"paragraph_text": "University of Kansas The University of Kansas, also referred to as KU, is a public research university in the U.S. state of Kansas. The school is occasionally, though incorrectly, called Kansas University due to its KU nickname. The main campus in La... | [
"Kansas City"
] | [
"The university's Medical Center and University Hospital are located in Kansas City, Kansas. The Edwards Campus is in Overland Park, Kansas, in the Kansas City metropolitan area. There are also educational and research sites in Parsons and Topeka, and branches of the University of Kansas School of Medicine in Wichi... | [
""
] | Lahore | Lahore | 47 | 32 | [
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] | [
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] | 0.209965 | 4.975878 | null | -28.547822 | -54.534199 | -21.796535 | 0.694071 | 3.410522 | -0.247201 | -7.609605 | -5.863148 | 7 | 6.029265 | 0.805285 | 2.645751 | -0.552822 | Salt Lake City | Kansas City | Salt Lake City | Kansas City | null | null | null |
squad | single_squad_dev_234 | Who orchestrated Chopiniana? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"Alexander Glazunov."
]
}
] | [
{
"idx": 0,
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"paragraph_text": "music of Chopin included George Crumb, Bohuslav Martinů, Darius Milhaud, Igor Stravinsky and Heitor Villa-Lobos. Chopin's music was used in the 1909 ballet \"Chopiniana\", choreographed by Michel Fokine and orchestrated by Alexander Glazunov. Sergei ... | [
"Alexander Glazunov."
] | [
"Chopin's music was used in the 1909 ballet Chopiniana, choreographed by Michel Fokine and orchestrated by Alexander Glazunov. Sergei Diaghilev commissioned additional orchestrations—from Stravinsky, Anatoly Lyadov, Sergei Taneyev and Nikolai Tcherepnin—for later productions, which used the title Les Sylphides."
] | [
""
] | Rachmaninoff | Satie | 42 | 27 | [
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] | [
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] | 0.293652 | 4.455541 | null | -24.650474 | -54.798902 | -22.049921 | 0.656341 | 6.127296 | -0.094784 | -6.56197 | -2.372108 | 10 | 9.432093 | 0.896717 | 3 | -0.357866 | Glazunov | Sergei Diaghilev | Glazunov | Sergei Diaghilev | null | null | null |
squad | single_squad_dev_2209 | A mammal's brain is how many times larger than a reptiles relative to body size? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"ten times"
]
}
] | [
{
"idx": 0,
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"paragraph_text": "of a bird of the same body size, and ten times as large as that of a reptile of the same body size. Size, however, is not the only difference: there are also substantial differences in shape. The hindbrain and midbrain of mammals are generally simila... | [
"ten times"
] | [
"The most obvious difference between the brains of mammals and other vertebrates is in terms of size. On average, a mammal has a brain roughly twice as large as that of a bird of the same body size, and ten times as large as that of a reptile of the same body size."
] | [
""
] | 7 | 7 | 55 | 40 | [
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] | 0.60215 | 4.724867 | null | -23.112597 | -55.904763 | -22.359058 | 0.602473 | 8.846433 | -0.017694 | -6.815671 | -2.364211 | 10 | 6.265388 | 0.835307 | 3 | -0.393696 | 5 to 10 | 3 | 5 to 10 | 3 | 1,286.442017 | 199.048096 | 298.627313 |
squad | single_squad_dev_6947 | What two types of arguments did Locke say there are? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"demonstrative and probable"
]
}
] | [
{
"idx": 0,
"is_supporting": true,
"paragraph_text": "acceptable to philosophers. He wrote for example, \"Locke divides all arguments into demonstrative and probable. On this view, we must say that it is only probable that all men must die or that the sun will rise to-morrow, because neither of these ca... | [
"demonstrative and probable"
] | [
"The Scottish philosopher David Hume (1711–1776) responded to Berkeley's criticisms of Locke, as well as other differences between early modern philosophers, and moved empiricism to a new level of skepticism. Hume argued in keeping with the empiricist view that all knowledge derives from sense experience, but he ac... | [
""
] | Demonstrative and probationary. | Deductive and Inductive | 47 | 32 | [
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] | 0.453198 | 4.6733 | null | -27.757467 | -69.626714 | -22.199804 | 0.620794 | 8.891567 | -0.155331 | -6.860213 | -1.446035 | 6 | 4.904678 | 0.795745 | 2.828461 | -0.436285 | cause to effect and classification | demonstrative and probable | cause to effect and classification | demonstrative and probable | null | null | null |
squad | single_squad_dev_936 | What was Whitehead's last position before he traveled to America? | [
{
"date": {
"day": "",
"month": "",
"year": ""
},
"number": "",
"spans": [
"chairman of the Senate's Academic (leadership) Council"
]
}
] | [
{
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"paragraph_text": "1918 Whitehead's academic responsibilities began to seriously expand as he accepted a number of high administrative positions within the University of London system, of which Imperial College London was a member at the time. He was elected dean of th... | [
"chairman of the Senate's Academic (leadership) Council"
] | [
"In 1918 Whitehead's academic responsibilities began to seriously expand as he accepted a number of high administrative positions within the University of London system, of which Imperial College London was a member at the time. He was elected Dean of the Faculty of Science at the University of London in late 1918 ... | [
""
] | I couldn't find any information on a person named Whitehead traveling to America. | Cambridge. | 49 | 34 | [
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] | [
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] | 0.476832 | 4.502123 | null | -26.123782 | -55.814798 | -22.081247 | 0.64414 | 6.916765 | -0.211472 | -5.918419 | -2.654482 | 9 | 8.170361 | 0.870826 | 2.828427 | -0.369048 | prior of the Benedictine monastery at Durham in England | professor at the University of Oxford | prior of the Benedictine monastery at Durham in England | professor at the University of Oxford | 502.216705 | -146.27713 | 26.934778 |
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