The Labyrinth of Links: Navigating the Associative Maze of Multi-modal LLMs
Published in ICLR, 2025
In this paper, we first devise a standard association benchmark based on adjective and verb association semantic concepts. Instead of costly data annotation and organization, we propose a convenient annotation-free reconstruction method transforming the general dataset for our association tasks. Furthermore, we comprehensively investigate the MLLMs’s ability and potential for association ability. Project Code Paper Video