LMaaS-Papers
Explore the curated list of Language-Model-as-a-Service (LMaaS) papers designed for NLP researchers. Understand how pre-trained large language models, such as GPT-3, are provided as services, focusing on deployment efficiencies and tuning methods that don't require access to model parameters. Investigate strategies like text prompts, in-context learning, black-box optimization, and feature-based learning for task-specific customization. Suitable for researchers aiming to enhance LLM utility across varied applications and foster flexible research in linguistic fields.