Statements (90)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic
|
| gptkbp:application |
machine translation
speech recognition question answering sentiment analysis chatbots part-of-speech tagging text classification language modeling text summarization named entity recognition information extraction |
| gptkbp:challenge |
ambiguity
discourse analysis coreference resolution domain adaptation low-resource languages multilingual processing context understanding sarcasm detection semantic understanding |
| gptkbp:goal |
enable computers to generate human language
enable computers to interact using human language enable computers to understand human language |
| https://www.w3.org/2000/01/rdf-schema#label |
NLP
|
| gptkbp:inventedBy |
gptkb:Alan_Turing
gptkb:Noam_Chomsky gptkb:Christopher_Manning gptkb:Yorick_Wilks gptkb:Dan_Jurafsky gptkb:Hinrich_Schütze gptkb:Jurafsky_and_Martin gptkb:Martin_Kay |
| gptkbp:language |
gptkb:Chinese
gptkb:French gptkb:German gptkb:Spanish English many others |
| gptkbp:notableConference |
gptkb:EMNLP
gptkb:COLING gptkb:LREC gptkb:NAACL gptkb:EACL gptkb:ACL |
| gptkbp:notableModel |
gptkb:BART
gptkb:T5 gptkb:ELECTRA gptkb:ERNIE gptkb:BERT gptkb:ALBERT gptkb:DistilBERT gptkb:GPT gptkb:RoBERTa gptkb:XLNet |
| gptkbp:originatedIn |
1950s
|
| gptkbp:relatedTo |
gptkb:artificial_intelligence
gptkb:machine_learning gptkb:knowledge_representation cognitive science information retrieval computational linguistics speech processing data mining |
| gptkbp:standsFor |
gptkb:Natural_Language_Processing
|
| gptkbp:trainer |
gptkb:GLUE
gptkb:SQuAD gptkb:CoNLL gptkb:IMDB_Reviews gptkb:Penn_Treebank gptkb:SNLI gptkb:WikiText |
| gptkbp:uses |
gptkb:machine_learning
convolutional neural networks deep learning recurrent neural networks statistical methods tokenization word embeddings parsing sequence-to-sequence models lemmatization stemming transformer models vector space models attention mechanisms linguistic rules pre-trained language models |
| gptkbp:bfsParent |
gptkb:PaddlePaddle
|
| gptkbp:bfsLayer |
5
|