id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
easat-5898	Jin, Wookyaung ; Kim, Hyunjung 	Enhancing emotion analysis through valence-arousal modeling with user and AI evaluations	2025	6	.pdf	application/pdf	2283	133	41	In this study, equal weights (0.5) applied to both user and model evaluations resulted in a balanced integration of subjective user assessments and model predictions, leading to a richer emotional spectrum. By contrast, when user evaluations were heavily weighted (0.9) relative to model evaluations (0.1) the results closely resembled the V- or U-shaped distributions observed in previous research.	cache/easat-5898.pdf	txt/easat-5898.txt