pairs
sequence | scores_all
sequence | scores_mean
sequence | relation_type
stringclasses 5
values | prototypical_examples
sequence | ranks
sequence |
|---|---|---|---|---|---|
[
[
"Nadal",
"Federer"
],
[
"Virgin Media",
"BT"
],
[
"UNIQLO",
"ZARA"
],
[
"The Notorious B.I.G.",
"2Pac"
],
[
"AC Milan",
"Juventus"
],
[
"University of Oxford",
"University of Cambridge"
],
[
"Red Hat",
"Ubuntu"
],
[
"Borussia Dortmund",
"PSG"
],
[
"Cardiff FC",
"Swansea FC"
],
[
"Microsoft",
"Facebook"
],
[
"Doctor Who",
"Game of Thrones"
],
[
"Macallan",
"Suntory"
],
[
"Christopher Lloyd",
"Coriandrum sativum"
],
[
"Wickes",
"ScrewFix"
],
[
"EE",
"Three UK"
],
[
"US",
"Mexico"
],
[
"Marvel Comics",
"D.C. Comics"
],
[
"Betty White",
"Charli D'Amelio"
],
[
"Salieri",
"Mozart"
],
[
"Russia",
"US"
]
] | [
[
5,
4,
5,
5,
4,
4,
5
],
[
5,
5,
4,
4,
5,
5,
5
],
[
4,
4,
5,
3,
5,
3,
4
],
[
4,
1,
5,
5,
4,
4,
5
],
[
5,
5,
5,
5,
5,
4,
5
],
[
4,
5,
4,
4,
4,
4,
5
],
[
4,
3,
4,
4,
5,
3,
5
],
[
4,
5,
3,
4,
5,
4,
3
],
[
4,
5,
5,
5,
5,
4,
5
],
[
3,
2,
4,
4,
5,
3,
4
],
[
3,
4,
2,
2,
3,
4,
2
],
[
4,
3,
3,
4,
4,
5,
5
],
[
1,
1,
1,
1,
1,
1,
1
],
[
4,
3,
5,
4,
4,
5,
5
],
[
4,
5,
3,
5,
5,
5,
5
],
[
3,
4,
3,
2,
4,
3,
2
],
[
4,
5,
5,
5,
5,
5,
5
],
[
1,
1,
1,
2,
1,
1,
1
],
[
4,
2,
4,
4,
2,
3,
2
],
[
5,
5,
5,
5,
5,
5,
5
]
] | [
4.571428571428571,
4.714285714285714,
4,
4,
4.857142857142857,
4.285714285714286,
4,
4,
4.714285714285714,
3.5714285714285716,
2.857142857142857,
4,
1,
4.285714285714286,
4.571428571428571,
3,
4.857142857142857,
1.1428571428571428,
3,
5
] | competitor/rival of | [
[
"Dell",
"HP"
],
[
"Sprite",
"7 Up"
],
[
"Israel",
"Palestine"
],
[
"Liverpool FC",
"Manchester United"
],
[
"Microsoft Teams",
"Slack"
]
] | [
6,
4,
12,
12,
2,
8,
12,
12,
4,
15,
18,
12,
20,
8,
6,
16,
2,
19,
16,
1
] |
[
[
"Owain Glyndwr",
"Charles VI of France"
],
[
"United States",
"European Union"
],
[
"UK",
"USA"
],
[
"Thomas Carlyle",
"Charles Dickens"
],
[
"Abraham Lincoln",
"George McLellan"
],
[
"Ukraine",
"Russia"
],
[
"Russia",
"Belarus"
],
[
"Darth Vader",
"Obi-Wan Kenobi"
],
[
"Donald Trump",
"Ron DeSantis"
],
[
"Microsoft",
"OpenAI"
],
[
"Frodo",
"Boromir"
],
[
"Lady Gaga",
"Madonna"
],
[
"England",
"Scotland"
],
[
"Vincent van Gogh",
"Paul Gauguin"
],
[
"Gatsby",
"Tom Buchanan"
],
[
"UK",
"Rwanda"
],
[
"Maximus Decimus Meridius",
"Juba"
],
[
"Sherlock",
"Lauryn Hill"
],
[
"Schindler's List",
"Baz Luhrmann"
]
] | [
[
4,
5,
5,
3,
3,
5,
4
],
[
4,
4,
5,
4,
5,
5,
4
],
[
4,
5,
5,
5,
5,
5,
5
],
[
4,
4,
5,
5,
4,
3,
4
],
[
2,
1,
2,
2,
2,
1,
2
],
[
1,
1,
1,
1,
1,
1,
1
],
[
5,
5,
5,
5,
5,
5,
5
],
[
2,
1,
1,
3,
2,
2,
1
],
[
3,
3,
2,
4,
2,
3,
4
],
[
5,
5,
4,
4,
4,
5,
4
],
[
3,
1,
4,
4,
4,
5,
5
],
[
3,
4,
1,
2,
4,
2,
2
],
[
4,
4,
4,
4,
5,
3,
4
],
[
4,
4,
3,
2,
5,
4,
5
],
[
2,
1,
1,
2,
2,
1,
1
],
[
3,
3,
2,
4,
3,
3,
3
],
[
4,
5,
5,
4,
5,
4,
5
],
[
1,
1,
1,
3,
1,
1,
1
],
[
1,
1,
1,
3,
1,
1,
2
]
] | [
4.142857142857143,
4.428571428571429,
4.857142857142857,
4.142857142857143,
1.7142857142857142,
1,
5,
1.7142857142857142,
3,
4.428571428571429,
3.7142857142857144,
2.5714285714285716,
4,
3.857142857142857,
1.4285714285714286,
3,
4.571428571428571,
1.2857142857142858,
1.4285714285714286
] | friend/ally of | [
[
"Australia",
"New Zealand"
],
[
"Aznar",
"Bush"
],
[
"Extinction Rebellion",
"Greta Thunberg"
],
[
"Elsa",
"Anna"
],
[
"CIA",
"MI6"
]
] | [
6,
4,
2,
6,
14,
19,
1,
14,
11,
4,
10,
13,
8,
9,
16,
11,
3,
18,
16
] |
[
[
"Oasis",
"Beatles"
],
[
"Vincent van gogh",
"Bipolar disorder"
],
[
"UK",
"Winston Churchill"
],
[
"The Hunger Games",
"1984"
],
[
"Acer",
"Asus"
],
[
"Vape",
"cigarette"
],
[
"Pulp",
"Beatles"
],
[
"Buckingham Palace",
"Accenture"
],
[
"Chester Bennington",
"Jonathan Banks"
],
[
"Mike Tyson",
"Muhammad Ali"
],
[
"English Wikipedia",
"Alexandra Feodorovna"
],
[
"Liz Truss",
"Thatcher"
],
[
"Conservative Party",
"Labour Party"
],
[
"Vladimir Lenin",
"Karl Marx"
],
[
"UK",
"EU"
],
[
"McDonalds",
"KFC"
],
[
"Boris Johnson",
"Winston Churchill"
],
[
"Rihanna",
"Stevie Wonder"
],
[
"Rhys Ifans",
"Richard Branson"
]
] | [
[
4,
4,
5,
5,
5,
4,
5
],
[
4,
1,
2,
4,
5,
4,
5
],
[
4,
5,
3,
5,
5,
4,
5
],
[
4,
5,
3,
4,
4,
4,
4
],
[
4,
5,
3,
4,
5,
3,
5
],
[
4,
5,
3,
5,
5,
5,
5
],
[
4,
2,
3,
4,
5,
2,
3
],
[
1,
1,
1,
1,
1,
1,
1
],
[
1,
2,
1,
3,
1,
1,
1
],
[
4,
5,
3,
4,
5,
5,
3
],
[
1,
1,
1,
1,
1,
1,
1
],
[
4,
5,
4,
5,
5,
4,
5
],
[
3,
5,
3,
4,
5,
3,
4
],
[
4,
5,
5,
5,
4,
4,
5
],
[
4,
5,
4,
5,
5,
5,
5
],
[
4,
5,
3,
4,
5,
4,
5
],
[
4,
5,
4,
5,
5,
4,
5
],
[
2,
2,
2,
4,
4,
4,
3
],
[
2,
1,
1,
2,
1,
1,
1
]
] | [
4.571428571428571,
3.5714285714285716,
4.428571428571429,
4,
4.142857142857143,
4.571428571428571,
3.2857142857142856,
1,
1.4285714285714286,
4.142857142857143,
1,
4.571428571428571,
3.857142857142857,
4.571428571428571,
4.714285714285714,
4.285714285714286,
4.571428571428571,
3,
1.2857142857142858
] | influenced by | [
[
"Europe",
"European Union"
],
[
"Plato",
"Socrates"
],
[
"Ethereum",
"Bitcoin"
],
[
"Messi",
"Maradona"
],
[
"Impressionism",
"Edouard Manet"
]
] | [
4,
13,
7,
11,
9,
4,
14,
18,
16,
9,
18,
4,
12,
4,
1,
8,
4,
15,
17
] |
[
[
"Le Corbusier",
"purism art"
],
[
"Sean Connery",
"Finding Forrester"
],
[
"Qualcomm",
"smartphones"
],
[
"Adam Driver",
"Hannibal Lecter"
],
[
"Scotland",
"bagpipes"
],
[
"Mount Everest",
"New Testament"
],
[
"Bosch",
"dishwasher"
],
[
"John Krasinski",
"Tony Curtis"
],
[
"Ernest Hemingway",
"To Have and Have Not"
],
[
"Italy",
"pizza"
],
[
"Chris Hemsworth",
"Blackbeard"
],
[
"Snap",
"Snapchat"
],
[
"Father's Day",
"Shirley Temple"
],
[
"Rome",
"Colosseum"
],
[
"Jared Leto",
"Steve Irwin"
],
[
"Bill Gates",
"Microsoft"
],
[
"Nikola Tesla",
"robotics"
],
[
"New Zealand",
"sheep"
]
] | [
[
4,
5,
3,
4,
5,
3,
5
],
[
4,
5,
2,
5,
5,
4,
2
],
[
3,
3,
2,
3,
2,
2,
2
],
[
1,
5,
1,
2,
1,
3,
1
],
[
4,
5,
5,
5,
5,
5,
5
],
[
2,
1,
1,
1,
1,
1,
1
],
[
4,
3,
3,
2,
4,
2,
3
],
[
1,
2,
1,
3,
1,
1,
1
],
[
3,
5,
3,
5,
4,
5,
3
],
[
5,
5,
5,
5,
5,
5,
5
],
[
2,
1,
1,
3,
3,
1,
1
],
[
5,
5,
5,
4,
5,
5,
5
],
[
1,
3,
1,
3,
1,
1,
3
],
[
5,
5,
5,
5,
5,
5,
4
],
[
1,
1,
1,
3,
1,
1,
1
],
[
4,
5,
5,
5,
5,
5,
5
],
[
4,
3,
3,
4,
4,
4,
1
],
[
4,
5,
4,
4,
5,
4,
3
]
] | [
4.142857142857143,
3.857142857142857,
2.4285714285714284,
2,
4.857142857142857,
1.1428571428571428,
3,
1.4285714285714286,
4,
5,
1.7142857142857142,
4.857142857142857,
1.8571428571428572,
4.857142857142857,
1.2857142857142858,
4.857142857142857,
3.2857142857142856,
4.142857142857143
] | known for | [
[
"Russell Crowe",
"Gladiator"
],
[
"Cadbury",
"chocolate"
],
[
"Paris",
"Eiffel Tower"
],
[
"Leonardo Da Vinci",
"Mona Lisa"
],
[
"Apple",
"iPhone"
]
] | [
6,
9,
12,
13,
3,
18,
11,
16,
8,
1,
15,
3,
14,
3,
17,
3,
10,
6
] |
[
[
"NATO",
"United Nations"
],
[
"Surrey",
"Essex"
],
[
"Squid Game",
"Physical: 100"
],
[
"Adele",
"Ed Sheeran"
],
[
"Sweden",
"Finland"
],
[
"Prada",
"Versace"
],
[
"Champions League",
"Primavera Sound"
],
[
"Christianity",
"Judaism"
],
[
"Marvel Comics",
"DC Comics"
],
[
"Doctor Who",
"Sherlock Holmes"
],
[
"Iraq",
"Iran"
],
[
"Cornwall",
"Brittany"
],
[
"The Simpsons",
"Family Guy"
],
[
"Domino's",
"YO! Sushi"
],
[
"Sukhoi Su-34",
"Rita Moreno"
],
[
"Kyivan Rus'",
"Julian calendar"
],
[
"cement",
"concrete"
],
[
"Quora",
"Stack Overflow"
],
[
"Queen",
"Richard Wagner"
]
] | [
[
4,
5,
3,
5,
5,
5,
4
],
[
4,
5,
5,
4,
4,
4,
5
],
[
4,
4,
3,
4,
5,
4,
5
],
[
4,
2,
4,
2,
4,
3,
4
],
[
5,
4,
5,
4,
5,
5,
2
],
[
4,
5,
5,
4,
5,
4,
5
],
[
2,
1,
1,
2,
1,
1,
1
],
[
4,
4,
4,
4,
4,
3,
2
],
[
4,
5,
5,
5,
5,
5,
5
],
[
2,
2,
3,
2,
4,
4,
3
],
[
4,
4,
5,
4,
3,
5,
2
],
[
4,
3,
4,
4,
3,
5,
4
],
[
5,
4,
5,
5,
5,
5,
5
],
[
4,
1,
3,
2,
1,
1,
1
],
[
1,
2,
1,
1,
1,
1,
1
],
[
1,
1,
1,
1,
1,
1,
3
],
[
4,
5,
3,
2,
4,
5,
5
],
[
4,
5,
4,
4,
4,
4,
4
],
[
3,
3,
2,
2,
3,
1,
1
]
] | [
4.428571428571429,
4.428571428571429,
4.142857142857143,
3.2857142857142856,
4.285714285714286,
4.571428571428571,
1.2857142857142858,
3.5714285714285716,
4.857142857142857,
2.857142857142857,
3.857142857142857,
3.857142857142857,
4.857142857142857,
1.8571428571428572,
1.1428571428571428,
1.2857142857142858,
4,
4.142857142857143,
2.142857142857143
] | similar to | [
[
"Coca-Cola",
"Pepsi"
],
[
"Ligue 1",
"Bundesliga"
],
[
"Australia",
"New Zealand"
],
[
"The Avengers",
"The Justice League"
],
[
"Tesco",
"Sainsburys"
]
] | [
4,
4,
7,
13,
6,
3,
17,
12,
1,
14,
10,
10,
1,
16,
19,
17,
9,
7,
15
] |
Dataset Card for "cardiffnlp/relentless"
RelEntLess is a new benchmark, in which entity pairs have to be ranked according to how much they satisfy a given graded relation. Essentially, the task is a ranking task where we provide five prototypical examples to each relation. Following brief description of each relation type is used in our baseline in addition to the prototypical examples. Please check our paper "A RelEntLess Benchmark for Modelling Graded Relations between Named Entities" for more detail.
{
"friend/ally of": "entities that are friends or allies",
"competitor/rival of": "entities that are competitors or rivals",
"known for": "examples of what entities are known for",
"influenced by": "what has influenced different entities",
"similar to": "examples of entities that are similar"
}
Dataset Summary
| relation_type | val. | test |
|---|---|---|
| competitor/rival of | 20 | 84 |
| friend/ally of | 19 | 88 |
| influenced by | 19 | 90 |
| known for | 18 | 105 |
| similar to | 19 | 89 |
Dataset Structure
Data Instances
{
"pairs": [["Le Corbusier", "purism art"], ["Sean Connery", "Finding Forrester"], ...],
"scores_all": [[4.0, 5.0, 3.0, 4.0, 5.0, 3.0, 5.0], [4.0, 5.0, 2, 5.0, 5.0, 4.0, 2], ...],
"scores_mean": [4.142857142857143, 3.857142857142857, 4.857142857142857, ...],
"relation_type": "known for",
"ranks": [8.5, 11, 5, 14, 15, 5, 20, 13, 1.5, 18, 10, 1.5, 17, ...],
"prototypical_examples": [ [ "Russell Crowe", "Gladiator" ], [ "Cadbury", "chocolate" ],...]
}
Citation Information
@misc{ushio2023relentless,
title={A RelEntLess Benchmark for Modelling Graded Relations between Named Entities},
author={Asahi Ushio and Jose Camacho Collados and Steven Schockaert},
year={2023},
eprint={2305.15002},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
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