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20242026
most citedExploring Training on Heterogeneous Data with Mixture of Low-rank Adapters

1 citations · 2 across the 9 of their papers we have counts for

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cs.LG2025

RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis

Haolin Li, Tianjie Dai, Zhe Chen +4

Clinical diagnosis is a highly specialized discipline requiring both domain expertise and strict adherence to rigorous guidelines. While current AI-driven medical research predomin…

cs.LG2025

Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection

Ziqing Fan, Siyuan Du, Shengchao Hu +5

Selecting high-quality pre-training data for large language models (LLMs) is crucial for enhancing their overall performance under limited computation budget, improving both traini…