Language models as a service: overview of a new paradigm and its challenges

Some of the most powerful language models currently are proprietary systems, accessible only via (typically restrictive) web or software programming interfaces. This is the Language-Models-as-aService (LMaaS) paradigm. In contrast with scenarios where full model access is available, as in the case o...

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Bibliographic Details
Main Authors: La Malfa, E, Petrov, A, Frieder, S, Weinhuber, C, Burnell, R, Nazar, R, Cohn, AG, Shadbolt, N, Wooldridge, M
Format: Journal article
Language:English
Published: Association for Computing Machinery 2024