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gptkbp:instance_of
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gptkb:language
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gptkbp:architecture
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gptkb:Transformers
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gptkbp:available_in
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gptkb:Hugging_Face_Model_Hub
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gptkbp:based_on
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gptkb:Ro_BERTa
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gptkbp:community_support
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active community
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gptkbp:developed_by
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gptkb:Facebook_AI_Research
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gptkbp:evaluates
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F1 score
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gptkbp:has_achieved
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cross-lingual tasks
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gptkbp:has_function
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550 million
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gptkbp:has_publications
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published papers
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https://www.w3.org/2000/01/rdf-schema#label
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XLM-Ro BERTa
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gptkbp:input_output
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gptkb:text
text embeddings
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gptkbp:is_compatible_with
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gptkb:Tensor_Flow
gptkb:Py_Torch
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gptkbp:is_evaluated_by
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gptkb:XQu_AD
gptkb:TREC
gptkb:Tatoeba
gptkb:GLUE
gptkb:Fever
gptkb:SQu_AD
gptkb:MNLI
gptkb:WMT
QQP
MRPC
Co NLL-03
PAWS
XNLI
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gptkbp:is_open_source
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gptkb:true
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gptkbp:is_part_of
|
XLM family
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gptkbp:is_tasked_with
|
natural language processing
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gptkbp:is_trained_in
|
gptkb:books
gptkb:Wikipedia
gptkb:Common_Crawl
news articles
web pages
multilingual data
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gptkbp:is_used_in
|
machine translation
question answering
sentiment analysis
text classification
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gptkbp:language_support
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100 languages
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gptkbp:mission
|
masked language modeling
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gptkbp:performance
|
cross-lingual benchmarks
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gptkbp:release_date
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gptkb:2019
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gptkbp:tuning
|
specific NLP tasks
|
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gptkbp:uses
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self-supervised learning
|
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gptkbp:uses_tokenization
|
Byte Pair Encoding
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gptkbp:bfsParent
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gptkb:BERT
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gptkbp:bfsLayer
|
5
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