{"@type": "dcat:Dataset", "accessLevel": "public", "bureauCode": ["006:55"], "contactPoint": {"fn": "Ian Soboroff", "hasEmail": "mailto:ian.soboroff@nist.gov"}, "description": "The Deep Learning track focuses on IR tasks where a large training set is available, allowing us to compare a variety of retrieval approaches including deep neural networks and strong non-neural approaches, to see what works best in a large-data regime.", "distribution": [{"accessURL": "https://trec.nist.gov/data/deep2023.html", "title": "2023 Deep Learning Data Page"}, {"accessURL": "https://microsoft.github.io/msmarco/TREC-Deep-Learning#passage-ranking-dataset", "title": "Passage Ranking Corpus"}, {"accessURL": "https://microsoft.github.io/msmarco/TREC-Deep-Learning#document-ranking-dataset", "title": "Document Ranking Corpus"}, {"accessURL": "https://microsoft.github.io/msmarco/TREC-Deep-Learning#passage-ranking-dataset", "title": "Passage Ranking Topics"}, {"accessURL": "https://trec.nist.gov/data/deep/2023.qrels.pass.withDupes.txt", "title": "Passage Ranking NIST QRels"}, {"accessURL": "https://trec.nist.gov/data/deep/2023.qrels.pass.withDupes.no1.txt", "title": "Passage Ranking (NIST, 1 judgments mapped to 0)"}, {"accessURL": "https://trec.nist.gov/data/deep/2023.qrels.docs.wihDupes.txt", "title": "Document Ranking NIST QRels"}, {"accessURL": "https://trec.nist.gov/data/deep/2023.qrels.docs.wihDupes.no1.txt", "title": "Document Ranking (NIST, 1 judgments mapped to 0)"}], "identifier": "ark:/88434/mds2-3259", "issued": "2024-05-10", "keyword": ["TREC text retrieval conference"], "landingPage": "https://data.nist.gov/od/id/mds2-3259", "language": ["en"], "license": "https://www.nist.gov/open/license", "modified": "2024-05-08 00:00:00", "programCode": ["006:045"], "publisher": {"@type": "org:Organization", "name": "National Institute of Standards and Technology"}, "references": ["https://trec.nist.gov/pubs/trec32/papers/Overview_deep.pdf"], "theme": ["Information Technology:Data and informatics"], "title": "2023 TREC Deep Learning Track Dataset"}