Let’s think outside the box: Exploring leap-of-thought in large language models with multimodal humor generation

• Main Authors: ZHONG, Shanshan, HUANG, Zhongzhan, GAO, Shanghua, WEN, Wushao, LIN, Liang, ZITNIK, Marinka, ZHOU, Pan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Graphics and Human Computer Interfaces; Programming Languages and Compilers
• Online Access: https://ink.library.smu.edu.sg/sis_research/9017; https://ink.library.smu.edu.sg/context/sis_research/article/10020/viewcontent/2024_CVPR_CLOT.pdf
• Institution: Singapore Management University

Chain-of-Thought (CoT) [2, 3] guides large language models (LLMs) to reason step-by-step, and can motivate their logical reasoning ability. While effective for logical tasks, CoT is not conducive to creative problem-solving which often requires out-of-box thoughts and is crucial for innovation advan...