Learning in Natural Language Processing
GPTKB entity
Statements (100)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
research
|
| gptkbp:appliesTo |
machine translation
question answering sentiment analysis text classification language modeling named entity recognition |
| gptkbp:fieldOfStudy |
gptkb:Natural_Language_Processing
|
| https://www.w3.org/2000/01/rdf-schema#label |
Learning in Natural Language Processing
|
| gptkbp:relatedTo |
gptkb:machine_learning
gptkb:reinforcement_learning deep learning supervised learning unsupervised learning |
| gptkbp:supportsAlgorithm |
gptkb:BART
gptkb:GRU gptkb:Pegasus gptkb:T5 gptkb:mBERT gptkb:Funnel_Transformer gptkb:GANs gptkb:Switch_Transformer gptkb:Word2Vec gptkb:ELMo gptkb:GloVe gptkb:XLM gptkb:XLM-R gptkb:fastText gptkb:variational_autoencoders gptkb:LSTM gptkb:CRF gptkb:ELECTRA gptkb:LoRA gptkb:Mixture_of_Experts gptkb:RLHF gptkb:Perceiver gptkb:Perceiver_IO gptkb:ERNIE gptkb:BERT gptkb:ALBERT gptkb:BigBird gptkb:DeBERTa gptkb:DistilBERT gptkb:GPT gptkb:Longformer gptkb:RoBERTa gptkb:XLNet convolutional neural networks neural networks self-supervised learning transformers pruning active learning attention mechanism data augmentation decision trees gradient boosting k-nearest neighbors logistic regression naive bayes quantization random forests recurrent neural networks semi-supervised learning support vector machines transfer learning word embeddings contrastive learning representation learning knowledge graphs ensemble learning distillation retrieval-augmented generation adversarial training graph neural networks few-shot learning multi-task learning sequence-to-sequence models zero-shot learning Reformer curriculum learning domain adaptation meta-learning fine-tuning knowledge distillation prompt learning masked language modeling pre-training causal language modeling instruction tuning denoising autoencoders self-training multi-modal learning contrastive pre-training knowledge injection parameter-efficient tuning pseudo-labeling transformer-XL |
| gptkbp:bfsParent |
gptkb:Daniel_Roth
|
| gptkbp:bfsLayer |
7
|