Bibliography (7):

1. Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning

2. Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference

3. Attention Is All You Need

4. Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

5. Contrastive Representation Learning: A Framework and Review

6. https://huggingface.co/SetFit

7. Wikipedia Bibliography:

   1. https://en.wikipedia.org/wiki/Siamese_neural_network  :

      https://en.wikipedia.org/wiki/Siamese_neural_network