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gptkbp:instanceOf
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gptkb:deep_contextualized_word_representation_model
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gptkbp:application
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natural language processing
question answering
sentiment analysis
named entity recognition
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gptkbp:architecture
|
deep bidirectional LSTM
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gptkbp:author
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gptkb:Matthew_Peters
|
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gptkbp:citation
|
high
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gptkbp:developedBy
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gptkb:Allen_Institute_for_AI
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gptkbp:fullName
|
gptkb:Embeddings_from_Language_Models
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|
gptkbp:improves
|
traditional word embeddings
|
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gptkbp:influenced
|
contextual word embedding research
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gptkbp:input
|
pre-trained word embeddings
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|
gptkbp:introducedIn
|
2018
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gptkbp:language
|
English
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gptkbp:notablePublication
|
Deep contextualized word representations
|
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gptkbp:openSource
|
yes
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gptkbp:output
|
contextualized word vectors
|
|
gptkbp:predecessor
|
gptkb:BERT
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|
gptkbp:publishedIn
|
gptkb:NAACL_2018
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gptkbp:trainer
|
gptkb:1_Billion_Word_Benchmark
|
|
gptkbp:url
|
https://allennlp.org/elmo
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|
gptkbp:uses
|
bidirectional LSTM
|
|
gptkbp:bfsParent
|
gptkb:Word_Sense_Disambiguation
gptkb:Word2Vec
gptkb:Language_modeling
gptkb:word2vec
gptkb:FLAIR
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gptkbp:bfsLayer
|
7
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|
https://www.w3.org/2000/01/rdf-schema#label
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ELMo
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