Contrastive Learning for Prompt-Based Few-Shot Language Learners

The impressive performance of GPT-3 using natural language prompts and in-context learning has inspired work on better fine-tuning of moderately-sized models under this paradigm. Following this line of work, we present a contrastive learning framework that clusters inputs from the same class for bet...

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Hauptverfasser:	Jian, Yiren, Gao, Chongyang, Vosoughi, Soroush
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computation and Language
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