MS MARCO Question Answering

URI: https://gptkb.org/entity/MS_MARCO_Question_Answering
GPTKB entity
Statements (50)
Predicate Object
gptkbp:instanceOf benchmark dataset
gptkbp:assesses F1 score
Exact Match
MRR
NDCG
gptkbp:author gptkb:Saurabh_Tiwary
gptkb:Mir_Rosenberg
gptkb:Rangan_Majumder
gptkb:Tri_Nguyen
gptkb:Xia_Song
gptkb:Jianfeng_Gao
gptkb:Li_Deng
gptkbp:citation gptkb:MS_MARCO:_A_Human_Generated_MAchine_Reading_COmprehension_Dataset
2016
gptkbp:contains human-generated answers
passages from Bing search engine
real anonymized user queries
gptkbp:developedBy gptkb:Microsoft
gptkbp:hasVariant gptkb:MS_MARCO_Document_Ranking
gptkb:MS_MARCO_Passage_Ranking
MS MARCO QA
https://www.w3.org/2000/01/rdf-schema#label MS MARCO Question Answering
gptkbp:language English
gptkbp:license gptkb:custom_Microsoft_Research_License
gptkbp:memiliki_tugas question answering
machine reading comprehension
document ranking
passage ranking
gptkbp:notableFor large scale
human-generated answers
realistic queries
gptkbp:numberOfArticles about 8.8 million
gptkbp:numberOfRooms about 1 million
gptkbp:releaseYear 2016
gptkbp:separates test set
training set
development set
gptkbp:usedBy gptkb:T5
gptkb:ANCE
gptkb:ColBERT
gptkb:DPR
gptkb:BERT
many neural IR models
gptkbp:usedFor question answering
machine reading comprehension
gptkbp:usedIn NLP research
IR research
gptkbp:website https://microsoft.github.io/msmarco/
gptkbp:bfsParent gptkb:MS_MARCO
gptkbp:bfsLayer 7