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cs.LG2023
Selective Generation for Controllable Language Models
Minjae Lee, Kyungmin Kim, Taesoo Kim +1
Trustworthiness of generative language models (GLMs) is crucial in their deployment to critical decision making systems. Hence, certified risk control methods such as selective pre…
cs.LG2023
Understanding Contrastive Learning Through the Lens of Margins
Daniel Rho, TaeSoo Kim, Sooill Park +2
Contrastive learning, along with its variations, has been a highly effective self-supervised learning method across diverse domains. Contrastive learning measures the distance betw…