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gptkbp:instanceOf
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gptkb:neural_information_retrieval_model
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|
gptkbp:application
|
question answering
document retrieval
passage retrieval
|
|
gptkbp:approach
|
late interaction
|
|
gptkbp:architecture
|
dual encoder
late interaction
|
|
gptkbp:citation
|
Khattab, O., & Zaharia, M. (2020). ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT. SIGIR 2020.
|
|
gptkbp:developedBy
|
gptkb:Stanford_University
Omar Khattab
|
|
gptkbp:firstPublished
|
2020
|
|
gptkbp:fullName
|
Contextualized Late Interaction over BERT
|
|
gptkbp:hasModel
|
gptkb:BERT
|
|
gptkbp:input
|
gptkb:text
|
|
gptkbp:language
|
gptkb:Python
|
|
gptkbp:notableFeature
|
contextualized embeddings
efficient similarity computation
scalable to large collections
|
|
gptkbp:openSource
|
yes
|
|
gptkbp:relatedTo
|
gptkb:ANCE
gptkb:DPR
gptkb:BERT
|
|
gptkbp:repository
|
https://github.com/stanford-futuredata/ColBERT
|
|
gptkbp:trainer
|
gptkb:MS_MARCO
gptkb:Natural_Questions
|
|
gptkbp:bfsParent
|
gptkb:MS_MARCO
|
|
gptkbp:bfsLayer
|
7
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
ColBERT
|