A fully open AI foundation model applied to chest radiography
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Text-to-LoRA: Instant Transformer Adaption
arXiv:2506.06105v2 Announce Type: replace-cross Abstract: While Foundation Models provide a general tool for rapid content creation, they regularly require task-specific…
Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding
arXiv:2506.07434v1 Announce Type: cross Abstract: Large Language Models (LLMs) require alignment with human preferences to avoid generating offensive, false, or…
Fast Geometric Embedding for Node Influence Maximization
arXiv:2506.07435v1 Announce Type: cross Abstract: Computing classical centrality measures such as betweenness and closeness is computationally expensive on large-scale graphs.…
Distillation Robustifies Unlearning
arXiv:2506.06278v2 Announce Type: replace-cross Abstract: Current LLM unlearning methods are not robust: they can be reverted easily with a few…
Understanding Financial Reasoning in AI: A Multimodal Benchmark and Error Learning Approach
arXiv:2506.06282v1 Announce Type: new Abstract: Effective financial reasoning demands not only textual understanding but also the ability to interpret complex…