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gptkbp:instanceOf
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gptkb:dataset
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gptkbp:access
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request required
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gptkbp:author
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gptkb:Saurabh_Tiwary
gptkb:Mir_Rosenberg
gptkb:Rangan_Majumder
gptkb:Tri_Nguyen
gptkb:Xia_Song
gptkb:Jianfeng_Gao
gptkb:Li_Deng
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gptkbp:bench
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gptkb:MS_MARCO_Passage_Ranking_Leaderboard
gptkb:MS_MARCO_Question_Answering_Leaderboard
gptkb:TREC_Deep_Learning_Track
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gptkbp:citation
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gptkb:arXiv
gptkb:MS_MARCO:_A_Human_Generated_MAchine_Reading_COmprehension_Dataset
2016
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gptkbp:contains
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human-generated answers
passages from Bing search engine
real anonymized user queries
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gptkbp:createdBy
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gptkb:Microsoft
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gptkbp:domain
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information retrieval
machine reading comprehension
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gptkbp:format
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gptkb:JSON
TSV
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gptkbp:fullName
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gptkb:Microsoft_MAchine_Reading_COmprehension
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https://www.w3.org/2000/01/rdf-schema#label
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MS MARCO
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gptkbp:language
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English
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gptkbp:license
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gptkb:custom_Microsoft_Research_License
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gptkbp:notableCollection
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gptkb:MS_MARCO_Document_Ranking
gptkb:MS_MARCO_Passage_Ranking
gptkb:MS_MARCO_Question_Answering
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gptkbp:relatedTo
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gptkb:Bing
gptkb:TREC
IR evaluation
Open-domain QA
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gptkbp:releaseYear
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2016
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gptkbp:size
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over 1 million queries
over 8 million passages
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gptkbp:usedFor
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question answering
retrieval-augmented generation
machine reading comprehension
document ranking
dense passage retrieval
neural ranking
passage ranking
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gptkbp:usedIn
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gptkb:ANCE
gptkb:ColBERT
gptkb:DPR
BERT pretraining for retrieval
T5 retrieval models
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gptkbp:website
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https://microsoft.github.io/msmarco/
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gptkbp:bfsParent
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gptkb:Question_Answering
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gptkbp:bfsLayer
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6
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