Statements (63)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Performance_Monitoring
|
| gptkbp:consists_of |
nine tasks
|
| gptkbp:designed_for |
natural language understanding
|
| gptkbp:developed_by |
gptkb:Facebook_AI_Research
|
| https://www.w3.org/2000/01/rdf-schema#label |
GLUE
|
| gptkbp:includes |
gptkb:SST-2
gptkb:MNLI WNLI RTE QQP STS-B MRPC Co LA |
| gptkbp:introduced |
gptkb:Alex_Wang
|
| gptkbp:is_cited_in |
numerous research papers
|
| gptkbp:is_evaluated_by |
F1 score
accuracy Pearson correlation coefficient Matthew's correlation coefficient Spearman correlation coefficient |
| gptkbp:is_part_of |
NLP benchmarks
|
| gptkbp:is_related_to |
gptkb:Super_GLUE
|
| gptkbp:is_supported_by |
gptkb:Hugging_Face
|
| gptkbp:is_used_by |
gptkb:BERT
gptkb:T5 gptkb:Ro_BERTa gptkb:XLNet ALBERT |
| gptkbp:performance |
machine translation
dialog systems question answering semantic parsing speech recognition sentiment analysis information retrieval transfer learning contextual embeddings multi-task learning text mining text summarization text classification text understanding language models semantic similarity few-shot learning language generation zero-shot learning natural language processing tasks text-to-speech synthesis knowledge extraction language inference paraphrase detection text entailment fine-tuning tasks sentence classification |
| gptkbp:provides |
evaluation metrics
|
| gptkbp:published_in |
gptkb:2018
|
| gptkbp:used_in |
machine learning research
|
| gptkbp:bfsParent |
gptkb:BERT
gptkb:T5-base gptkb:Super_GLUE_benchmark gptkb:T5-3_B |
| gptkbp:bfsLayer |
5
|