section_path: Evaluation/Benchmarks/Datasets
section_name: Datasets
paragraph_text: Datasets
  
  Typical datasets consist of pairs of questions and correct answers, for example, ("Have the San Jose Sharks won the Stanley Cup?", "No"). Some examples of commonly used question answering datasets include TruthfulQA, Web Questions, TriviaQA, and SQuAD.
  
  Evaluation datasets may also take the form of text completion, having the model select the most likely word or sentence to complete a prompt, for example: "Alice was friends with Bob. Alice went to visit her friend, ____".
  
  Datasets are of varying quality and may contain questions that are mislabeled, ambiguous, unanswerable, or otherwise of low-quality.