MLchartDataset catalogue

Zero shot

Term · Oil and gas · MLC-T-OAG-004198

A capability of an artificial intelligence model to perform a task it has not been explicitly trained on, by applying its understanding of related concepts. The model generalizes from its existing knowledge to new, unseen tasks without requiring any additional examples or fine-tuning. This approach is common in natural language processing for tasks like translation or summarization.

Table 1. Record
IdentifierMLC-T-OAG-004198
FieldOil and gas
SubjectDigital
Record as JSON
{
  "id": "MLC-T-OAG-004198",
  "term": "Zero shot",
  "field": "Oil and gas",
  "definition": "A capability of an artificial intelligence model to perform a task it has not been explicitly trained on, by applying its understanding of related concepts. The model generalizes from its existing knowledge to new, unseen tasks without requiring any additional examples or fine-tuning. This approach is common in natural language processing for tasks like translation or summarization.",
  "subject": "Digital",
  "url": "https://mlchart.com/terminology/oil-and-gas/zero-shot/"
}

Record 4,456 of 4,469 in Oil and gas terminology (MLC-0103). Request the full dataset.