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Full-Text Articles in Semantics and Pragmatics
Using Ai For Qualitative Labeling: Consistency And Comparisons, James Mcintyre
Using Ai For Qualitative Labeling: Consistency And Comparisons, James Mcintyre
Honors Program Theses
This paper details a research study evaluating AI's ability to perform qualitative deductive coding. Multiple AI models were utilized and compared against three human coders and one expert coder. A series of 107 statements were sourced from a group discussion for a qualitative impact assessment of an organization. The AI models were provided these statements and directed to code them using the Community Capitals Framework. Two generations of AI models were evaluated. Overall, the AI achieved a fair level of agreement with the human annotators, but the alignment was far from perfect. Newer AI models did not increase agreement with …
Chinese Slang, Robert L. Moore