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Linjie Mu

2 accepted papers

2025

MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression

ACL 2025finding

Large vision-language models (LVLMs) have shown great promise in medical applications, particularly in visual question answering (MedVQA) and diagnosis from medical images. However, existing datasets and models often fail to consider critical aspects of medical diagnostics, such as the integration o…

2025

Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models

ACL 2025long

Large language models (LLMs) have showcased remarkable capabilities as autonomous agents when augmented with external tools. Equipped with fixed tool sets, LLMs struggle with addressing diverse user inquiries in open-world tasks. To evaluate and boost the performance of LLMs in dealing with complex…