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cs.CL2026
Hummus: A Dataset of Humorous Multimodal Metaphor Use
Xiaoyu Tong, Zhi Zhang, Pia Sommerauer +2
Metaphor and humor share a lot of common ground, and metaphor is one of the most common humorous mechanisms. This study focuses on the humorous capacity of multimodal metaphors, wh…
cs.CL2025
Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning
Joy Crosbie, Ekaterina Shutova
Large language models (LLMs) have shown a remarkable ability to learn and perform complex tasks through in-context learning (ICL). However, a comprehensive understanding of its int…
cs.CL2025
Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models
Srishti Yadav, Zhi Zhang, Daniel Hershcovich +1
Investigating value alignment in Large Language Models (LLMs) based on cultural context has become a critical area of research. However, similar biases have not been extensively ex…