CoDA builds qualitative codebooks in under 2 hours with 5x fewer examples

BrihiJ · x · 2026-10-25

CoDA is a human-LM collaborative tool that lets domain experts turn unstructured text into insights without weeks of annotation guideline writing: it develops qualitative-research codebooks in under 2 hours, using 5× fewer examples than manual codebook development.

Links to both the tool and the paper are provided — relevant for researchers and teams building labeling schemes.

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