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A tutorial on open-source large language models for behavioral science
Large language models (LLMs) have the potential to revolutionize behavioral science by
accelerating and improving the research cycle, from conceptualization to data analysis …
accelerating and improving the research cycle, from conceptualization to data analysis …
Human-like intuitive behavior and reasoning biases emerged in large language models but disappeared in ChatGPT
We design a battery of semantic illusions and cognitive reflection tests, aimed to elicit
intuitive yet erroneous responses. We administer these tasks, traditionally used to study …
intuitive yet erroneous responses. We administer these tasks, traditionally used to study …
Lazy, not biased: Susceptibility to partisan fake news is better explained by lack of reasoning than by motivated reasoning
Why do people believe blatantly inaccurate news headlines (“fake news”)? Do we use our
reasoning abilities to convince ourselves that statements that align with our ideology are …
reasoning abilities to convince ourselves that statements that align with our ideology are …
Conducting interactive experiments online
Online labor markets provide new opportunities for behavioral research, but conducting
economic experiments online raises important methodological challenges. This particularly …
economic experiments online raises important methodological challenges. This particularly …
The Smart System 1: Evidence for the intuitive nature of correct responding on the bat-and-ball problem
Influential work on reasoning and decision-making has popularised the idea that sound
reasoning requires correction of fast, intuitive thought processes by slower and more …
reasoning requires correction of fast, intuitive thought processes by slower and more …
The cognitive reflection test is robust to multiple exposures
The cognitive reflection test (CRT) is a widely used measure of the propensity to engage in
analytic or deliberative reasoning in lieu of gut feelings or intuitions. CRT problems are …
analytic or deliberative reasoning in lieu of gut feelings or intuitions. CRT problems are …
Measuring cognitive reflection without maths: Development and validation of the verbal cognitive reflection test
The cognitive reflection test (CRT) became popular for its impressive power to predict how
well people reason and make decisions. Despite the popularity of the CRT, a major issue …
well people reason and make decisions. Despite the popularity of the CRT, a major issue …
Understanding partisan cue receptivity: Tests of predictions from the bounded rationality and expressive utility perspectives
Why do citizens rely on partisan cues when forming political judgments? We assess the
relative importance of two motives for partisan cue-following using a series of survey …
relative importance of two motives for partisan cue-following using a series of survey …
Performance on the Cognitive Reflection Test is stable across time
A widely used measure of individual propensity to utilize analytic processing is the Cognitive
Reflection Test (CRT), a set of math problems with intuitively compelling but incorrect …
Reflection Test (CRT), a set of math problems with intuitively compelling but incorrect …
The effects of crowd worker biases in fact-checking tasks
Due to the increasing amount of information shared online every day, the need for sound
and reliable ways of distinguishing between trustworthy and non-trustworthy information is …
and reliable ways of distinguishing between trustworthy and non-trustworthy information is …