Evaluating Parameter Efficient Learning for Generation

Parameter efficient learning methods (PERMs) have recently gained significant attention as they provide an efficient way for pre-trained language models (PLMs) to adapt to a downstream task. However, these conclusions are mostly drawn from in-domain evaluations over the full training set. In this pa...

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Hauptverfasser: Xu, Peng, Patwary, Mostofa, Prabhumoye, Shrimai, Adams, Virginia, Prenger, Ryan J, Ping, Wei, Lee, Nayeon, Shoeybi, Mohammad, Catanzaro, Bryan
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Sprache:eng
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