Efficacy of Machine-Generated Instructions

Large "instruction-tuned" language models (i.e., finetuned to respond to instructions) have demonstrated a remarkable ability to generalize zero-shot to new tasks. Nevertheless, they depend heavily on human-written instruction data that is often limited in quantity, diversity, and creativi...

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Veröffentlicht in:	arXiv.org 2023-12
Hauptverfasser:	Gulati, Samaksh, Verma, Anshit, Parmar, Manoj, Chaudhary, Palash
Format:	Artikel
Sprache:	eng
Schlagworte:	Annotations Effectiveness
Online-Zugang:	Volltext
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