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gptkbp:instanceOf
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gptkb:model
large language model
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|
gptkbp:architecture
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Siamese network
triplet network
|
|
gptkbp:author
|
gptkb:Nils_Reimers
gptkb:Iryna_Gurevych
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gptkbp:availableOn
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gptkb:GitHub
gptkb:Hugging_Face_Model_Hub
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gptkbp:basedOn
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gptkb:BERT
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gptkbp:developedBy
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gptkb:Hugging_Face
gptkb:UKPLab
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gptkbp:fineTunedWith
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Natural Language Inference datasets
Semantic Textual Similarity datasets
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|
https://www.w3.org/2000/01/rdf-schema#label
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Sentence-BERT
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gptkbp:improves
|
BERT for sentence-level tasks
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gptkbp:input
|
sentence
text pair
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|
gptkbp:introducedIn
|
2019
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gptkbp:language
|
English
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gptkbp:notableFor
|
efficient semantic similarity computation
state-of-the-art sentence embeddings
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gptkbp:notablePublication
|
gptkb:Sentence-BERT:_Sentence_Embeddings_using_Siamese_BERT-Networks
https://arxiv.org/abs/1908.10084
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|
gptkbp:openSource
|
true
|
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gptkbp:output
|
fixed-size vector
sentence embedding
|
|
gptkbp:purpose
|
information retrieval
clustering
semantic search
semantic textual similarity
sentence embedding
|
|
gptkbp:uses
|
transformer architecture
|
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gptkbp:bfsParent
|
gptkb:Nils_Reimers
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gptkbp:bfsLayer
|
7
|