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gptkbp:instance_of
|
gptkb:language
|
|
gptkbp:achieved_state_of_the_art
|
various NLP tasks
|
|
gptkbp:applies_to
|
machine translation
question answering
text summarization
|
|
gptkbp:architecture
|
gptkb:Transformers
|
|
gptkbp:based_on
|
gptkb:BERT
gptkb:GPT
|
|
gptkbp:developed_by
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gptkb:Microsoft_Research
|
|
gptkbp:has_applications_in
|
sentiment analysis
chatbots
information retrieval
text classification
|
|
gptkbp:has_variants
|
gptkb:Uni_LMv1
gptkb:Uni_LMv2
gptkb:Uni_LMv3
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Uni LM
|
|
gptkbp:introduced_in
|
gptkb:2019
|
|
gptkbp:is_adopted_by
|
gptkb:academic_research
startups
industry applications
large tech companies
|
|
gptkbp:is_compatible_with
|
gptkb:Tensor_Flow
gptkb:Py_Torch
|
|
gptkbp:is_documented_in
|
gptkb:Git_Hub
research papers
tutorials
technical blogs
|
|
gptkbp:is_evaluated_by
|
gptkb:MS_MARCO
gptkb:GLUE_benchmark
gptkb:SQu_AD
XNLI
|
|
gptkbp:is_influenced_by
|
gptkb:Transformers
self-attention mechanism
|
|
gptkbp:is_open_source
|
gptkb:true
|
|
gptkbp:is_optimized_for
|
multi-task learning
|
|
gptkbp:is_part_of
|
NLP research community
|
|
gptkbp:is_supported_by
|
community contributions
|
|
gptkbp:is_trained_in
|
large text corpora
|
|
gptkbp:is_used_for
|
language translation
text generation
text completion
text rewriting
|
|
gptkbp:is_used_in
|
dialog systems
content generation
|
|
gptkbp:performance
|
F1 score
accuracy
BLEU score
ROUGE score
|
|
gptkbp:published_in
|
gptkb:ar_Xiv
|
|
gptkbp:supports
|
natural language understanding
natural language generation
|
|
gptkbp:uses
|
unsupervised learning
masked language modeling
sequence-to-sequence learning
|
|
gptkbp:bfsParent
|
gptkb:Super_GLUE_benchmark
|
|
gptkbp:bfsLayer
|
5
|