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Breaking the Ceiling: Mitigating Extreme Response Bias in Surveys Using an Open-Ended Adaptive-Testing System and LLM-Based Response Analysis.

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Title: Breaking the Ceiling: Mitigating Extreme Response Bias in Surveys Using an Open-Ended Adaptive-Testing System and LLM-Based Response Analysis.
Authors: Gish, Moshe1 (AUTHOR), Nowominski, Amit2 (AUTHOR), Dror, Rotem1,2 (AUTHOR) rdror@is.haifa.ac.il
Source: AI. Feb2026, Vol. 7 Issue 2, p73. 33p.
Database: Academic Search Ultimate
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  Data: Breaking the Ceiling: Mitigating Extreme Response Bias in Surveys Using an Open-Ended Adaptive-Testing System and LLM-Based Response Analysis.
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  Data: <searchLink fieldCode="AR" term="%22Gish%2C+Moshe%22">Gish, Moshe</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Nowominski%2C+Amit%22">Nowominski, Amit</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Dror%2C+Rotem%22">Dror, Rotem</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> rdror@is.haifa.ac.il</i>
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  Data: <searchLink fieldCode="JN" term="%22AI%22">AI</searchLink>. Feb2026, Vol. 7 Issue 2, p73. 33p.
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        Value: 10.3390/ai7020073
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        Text: English
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      – TitleFull: Breaking the Ceiling: Mitigating Extreme Response Bias in Surveys Using an Open-Ended Adaptive-Testing System and LLM-Based Response Analysis.
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