Machine Learning, NLP, Computer Vision, Information Retrieval, Transformers.
finetuning by manual and automatic prompting along with “demonstrations”, which concatenate labeled examples to the input of the prompt for the model. The results show that with these techniques, small language models can perform very well on few-shot settings. Results for different prompting and