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cs.CL2024
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks
Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi +17
There is an increasing trend towards evaluating NLP models with LLMs instead of human judgments, raising questions about the validity of these evaluations, as well as their reprodu…
cs.CV2024
Decoding Emotions in Abstract Art: Cognitive Plausibility of CLIP in Recognizing Color-Emotion Associations
Hanna-Sophia Widhoelzl, Ece Takmaz
This study investigates the cognitive plausibility of a pretrained multimodal model, CLIP, in recognizing emotions evoked by abstract visual art. We employ a dataset comprising ima…
cs.CL2024
Describing Images : Quantifying and Predicting the Variation in Human Signals during Visuo-Linguistic Processes
Ece Takmaz, Sandro Pezzelle, Raquel Fernández
There is an intricate relation between the properties of an image and how humans behave while describing the image. This behavior shows ample variation, as manifested in human sign…