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gptkbp:instance_of
|
gptkb:Transformers
|
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gptkbp:architecture
|
gptkb:Transformers
|
|
gptkbp:based_on
|
gptkb:Ro_BERTa
|
|
gptkbp:developed_by
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gptkb:Facebook_AI_Research
|
|
gptkbp:has_achieved
|
NLP tasks
|
|
gptkbp:has_function
|
270 million
|
|
https://www.w3.org/2000/01/rdf-schema#label
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XLM-R
|
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gptkbp:is_adopted_by
|
industry applications
|
|
gptkbp:is_available_on
|
gptkb:Hugging_Face_Model_Hub
|
|
gptkbp:is_cited_in
|
academic papers
|
|
gptkbp:is_compatible_with
|
gptkb:Tensor_Flow
gptkb:Py_Torch
|
|
gptkbp:is_designed_for
|
low-resource languages
|
|
gptkbp:is_discussed_in
|
NLP conferences
|
|
gptkbp:is_documented_in
|
research papers
|
|
gptkbp:is_evaluated_by
|
gptkb:SQu_AD_benchmark
gptkb:GLUE_benchmark
gptkb:historical_memory
gptkb:MLQA_benchmark
gptkb:TREC_benchmark
gptkb:XNLI_benchmark
gptkb:XTREME_benchmark
F1 score
accuracy
precision
semantic similarity tasks
language modeling tasks
text entailment tasks
|
|
gptkbp:is_influential_in
|
gptkb:AI_technology
|
|
gptkbp:is_open_source
|
gptkb:true
|
|
gptkbp:is_part_of
|
NLP toolkit
XLM family
|
|
gptkbp:is_popular_in
|
gptkb:scientific_community
|
|
gptkbp:is_supported_by
|
community contributions
|
|
gptkbp:is_trained_in
|
gptkb:Common_Crawl
self-supervised learning
large-scale multilingual data
|
|
gptkbp:is_used_for
|
transfer learning
|
|
gptkbp:is_used_in
|
content moderation
sentiment analysis
chatbots
information retrieval
translation services
cross-lingual tasks
|
|
gptkbp:language_support
|
100 languages
|
|
gptkbp:performance
|
language understanding tasks
cross-lingual understanding
multilingual NLP
|
|
gptkbp:released_in
|
gptkb:2019
|
|
gptkbp:tuning
|
question answering
text classification
named entity recognition
language inference
|
|
gptkbp:bfsParent
|
gptkb:Facebook_AI_Research
|
|
gptkbp:bfsLayer
|
5
|