The 50 most used tasks from NAACL Papers (descending listed):
PREFIX lpwc: <https://linkedpaperswithcode.com/property/>
PREFIX foaf: <http://xmlns.com/foaf/0.1/>
PREFIX dbp: <https://dbpedia.org/property/>
SELECT ?task ?taskName (COUNT(?taskName) AS ?count)
WHERE {
?paper a <https://linkedpaperswithcode.com/class/paper> .
?paper lpwc:hasConference ?conference .
?conference dbp:acronym "NAACL"^^<http://www.w3.org/2001/XMLSchema#string> .
?paper lpwc:hasTask ?task .
?task foaf:name ?taskName .
}
GROUP BY ?task ?taskName
ORDER BY DESC(?count)
LIMIT 50
The ten most used data sets (descending listed):
PREFIX lpwc: <https://linkedpaperswithcode.com/property/>
PREFIX dcterms: <http://purl.org/dc/terms/>
SELECT ?datasetTitle (COUNT(?paper) AS ?count)
WHERE {
?paper a <https://linkedpaperswithcode.com/class/paper> .
?dataset a <https://linkedpaperswithcode.com/class/dataset> .
?paper lpwc:usesDataset ?dataset .
?dataset dcterms:title ?datasetTitle .
}
GROUP BY ?datasetTitle
ORDER BY DESC(?count)
LIMIT 10
The most used frameworks from all repositories and the number how many repositories used it:
PREFIX lpwc: <https://linkedpaperswithcode.com/property/>
PREFIX dcterms: <http://purl.org/dc/terms/>
SELECT ?framework (COUNT(?framework ) AS ?count)
WHERE {
?repository a <https://linkedpaperswithcode.com/class/repository> .
?repository lpwc:hasFramework ?framework .
}
GROUP BY ?framework
ORDER BY DESC(?count)
LIMIT 1
All datasets the paper “Language Models are Few-Shot Learners” used: