Statements (59)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Restaurant
|
| gptkbp:appliesTo |
natural language processing
|
| gptkbp:createdBy |
subword_units
|
| gptkbp:developedBy |
gptkb:Google
|
| gptkbp:disassembly |
words
|
| https://www.w3.org/2000/01/rdf-schema#label |
WordPiece
|
| gptkbp:improves |
vocabulary coverage
|
| gptkbp:isAttendedBy |
industry applications
research community |
| gptkbp:isBasedOn |
character-level tokenization
|
| gptkbp:isCompatibleWith |
transfer learning
fine-tuning |
| gptkbp:isDocumentedIn |
research papers
technical documentation |
| gptkbp:isEvaluatedBy |
accuracy
perplexity benchmark datasets |
| gptkbp:isExaminedBy |
tutorials
online courses |
| gptkbp:isFacilitatedBy |
rare words
|
| gptkbp:isInfluencedBy |
linguistic morphology
statistical language modeling |
| gptkbp:isLocatedIn |
gptkb:PyTorch
TensorFlow |
| gptkbp:isOptimizedFor |
large datasets
|
| gptkbp:isPartOf |
preprocessing pipeline
NLP_frameworks NLP_toolkits |
| gptkbp:isRelatedTo |
contextual embeddings
word embeddings |
| gptkbp:isSimilarTo |
Byte_Pair_Encoding
|
| gptkbp:isSupportedBy |
community contributions
open-source projects |
| gptkbp:isTrainedIn |
text data
corpora |
| gptkbp:isUsedBy |
gptkb:T5
XLNet |
| gptkbp:isUsedFor |
machine translation
question answering sentiment analysis text classification named entity recognition |
| gptkbp:isUsedIn |
data preprocessing
dialog systems GPT-2 chatbots semantic analysis information retrieval text generation text mining voice assistants text summarization RoBERTa language understanding tasks |
| gptkbp:isVisitedBy |
language model training
|
| gptkbp:reduces |
out-of-vocabulary words
|
| gptkbp:supports |
subword_regularization
|
| gptkbp:usedIn |
BERT
Transformer models |