Statements (65)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Performance_Monitoring
|
| gptkbp:consists_of |
Multiple tasks
|
| gptkbp:designed_for |
gptkb:Natural_Language_Processing
|
| gptkbp:developed_by |
AI researchers
|
| gptkbp:evaluates |
Model performance
|
| gptkbp:has_component |
gptkb:translator
gptkb:SST-2 gptkb:Multi_NLI gptkb:SQu_AD gptkb:MNLI gptkb:Biology Dialogue Systems Information Retrieval Language Modeling Semantic Role Labeling Text Generation Text Summarization Discourse Analysis Coreference Resolution Textual Similarity Textual Coherence QNLI WNLI Sentiment Classification Named Entity Classification Entity Linking RTE QQP STS-B MRPC Co LA Contextual Similarity Measurement Natural Language Inference Semantic Similarity Measurement Textual Inference Textual Similarity Measurement |
| https://www.w3.org/2000/01/rdf-schema#label |
GLUE Benchmark
|
| gptkbp:includes |
Named Entity Recognition
Question Answering Sentiment Analysis Textual Entailment |
| gptkbp:is_based_on |
gptkb:BERT
gptkb:Ro_BERTa gptkb:XLNet ALBERT |
| gptkbp:is_evaluated_by |
gptkb:Matthew's_Correlation_Coefficient
Accuracy F1 Score |
| gptkbp:is_influenced_by |
Word Embeddings
Transfer Learning Techniques Contextualized Representations |
| gptkbp:is_related_to |
gptkb:stage_adaptation
gptkb:Super_GLUE Fine-tuning |
| gptkbp:is_supported_by |
gptkb:Tensor_Flow
gptkb:Hugging_Face_Transformers gptkb:Py_Torch |
| gptkbp:is_used_by |
NLP models
|
| gptkbp:is_used_in |
Competitions
Research papers |
| gptkbp:provides |
Leaderboards
|
| gptkbp:published_in |
gptkb:2018
|
| gptkbp:bfsParent |
gptkb:BERT
gptkb:ELMo |
| gptkbp:bfsLayer |
5
|