Definitional Sensitivity in Media Bias Detection: A Multi-Definition Dataset and Benchmark
It is found that the conceptual target of a definition drives annotation divergence, while construct-preserving elaboration does not: conceptual framing significantly shifts annotations for humans and does so even more strongly for LLMs.
Martin Wessel, Timo Spinde, Jürgen Pfeffer et al.
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