Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?

Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen

Supervised fine-tuning (SFT), supervised instruction tuning (SIT) and in-context learning (ICL) are three alternative, de facto standard approaches to few-shot learning. ICL has ga…