Findings showed that GAI produced more words than human experts, although length was treated as a descriptive indicator rather than a measure of quality or depth, although length was treated as a descriptive indicator rather than a measure of quality or depth.
Advertising agencies should integrate generative AI through reflective routines that preserve human judgment, professional learning and junior skill development through reflective routines that preserve human judgment, professional learning and junior skill development.
Mario D'Arco, Orlando Troisi, G. Maione· The TQM Journal· 0 citations
Current evaluation of metaphor explanations relies mainly on holistic quality ratings, revealing little about how explanation quality is structured or where human judgments agree and diverge. We introduce a cognitively motivated framework that decomposes metaphor explanation quality into six theoretically grounded dime...
Ana Naveriani, Jakob Suchan, S. Zoia et al.· 0 citations
Though absolute performance remains low, finetuning on NormViz-Train improves pair accuracy relatively by up to 125% and 36% Qwen3-VL 4B and 8B respectively, showing a path forward to teach models to connect visual perception to cultural significance.
Akhila Yerukola, Fabrice Y. Harel-Canada, Simran Khanuja et al.· 0 citations
The study demonstrates the explanatory value of the Combined Input Hypothesis for understanding how metonymy profiling and metaphorical projection jointly structure figurative discourse about AI.
Ghsoon Reda· The public journal of semiot...· 0 citations
Judicial judgments are increasingly available, yet dense language and distributed relationships among facts, evidence, reasoning, and rulings remain difficult for non-experts to interpret. Through a mixed-methods formative study with Chinese non-expert readers (survey N=34; interviews N=6), we identified structural, in...
Xin-Yi Chen, Rui-Ji Li, Yue-Lu Li et al.· 0 citations
CulturalMenuBench shows that near-perfect recognition can conceal an inability to apply cultural knowledge, motivating training that explicitly connects perception, procedure, and cultural context.
Bo Zeng, Lin-Feng Gao, Pei-Qing Lin et al.· 0 citations
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