Statements (28)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
neural information retrieval model
|
| 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
|
| https://www.w3.org/2000/01/rdf-schema#label |
ColBERT
|
| 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
|