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The Benefits and Risks of Transductive Approaches for AI Fairness
Recently, transductive learning methods, which leverage holdout sets during training, have
gained popularity for their potential to improve speed, accuracy, and fairness in machine …
gained popularity for their potential to improve speed, accuracy, and fairness in machine …
Dynamic Skill Adaptation for Large Language Models
J Chen, D Yang - arxiv preprint arxiv:2412.19361, 2024 - arxiv.org
We present Dynamic Skill Adaptation (DSA), an adaptive and dynamic framework to adapt
novel and complex skills to Large Language Models (LLMs). Compared with previous work …
novel and complex skills to Large Language Models (LLMs). Compared with previous work …