Large language models auxiliary scientific research should have chapters to follow
July 26, 2023 10:31 Source: "bet365 live casino games China Social Sciences" July 26, 2023 Total Issue 2699 Author: Practic

  Bet365 app download The official website of the University of Waterloo, Canada has recently posted a document,From the school、University of Toronto, Canada and Yale University, USA、Researchers at the University of Pennsylvania jointly explored the impact of artificial intelligence, especially large language models on social science research。Related research results have been published in Science magazines。

Igor Grossmann, an associate professor at the Department Bet365 lotto review of Psychology at the University of Waterloo, said: "We want to explore how to use artificial intelligence power to adjust or even reshape social science research practice。"Grousman and others noticed,Large language models trained on the basis of a large amount of text data are increasingly able to simulate human response and behavior,Can be large -scale fast testing theory and assumptions related to human behavior。Social science research has a series of traditional research methods,Including questionnaires、behavioral analysis、Observation research and experiments。With the emergence of advanced artificial intelligence systems,Data collection bet365 Play online games in social science research may change。

Grossman thinks,Artificial intelligence model can represent a large number of human experience and perspectives。Compared with traditional participants,Artificial intelligence model has higher degrees of freedom,Can produce more different reactions,This helps reduce the generalization problem in research。

Philip Tetlock, a professor at the University of Pennsylvania, thinks,Large language models may replace human participants in collecting data。Actually,Large language models have proved that they have the ability to generate survey results on consumer behavior,In the next three years,Large language models will completely bet365 best casino games change the prediction of prediction based on real human participants。But there is a certain risk of doing this,For example,Large language models often need to exclude social and cultural prejudice in real life through training,This means that sociologists may not use artificial intelligence to study these prejudices。

Dawn Parker, a professor at the Department of Planning of the School of Environmental School of Waterloo University, said,Researchers need to formulate guidelines for the application and management of large language models,Data quality and fairness when using large language models,Like all scientific models,To ensure the open source of large language models used in Bet365 app download social research,For everyone for review、Test and modify。Only maintain transparency and replication,Only to ensure that social science research under artificial intelligence assisted in artificial intelligence really helps to understand human experience。

 (Practicing Zhi Leisure/Compilation)

  

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