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publications

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

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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