[TASK] - Complete research on few-shot / zero-shot learning

[KennethHarmon]

Story: #36

Description

We aim to have more in depth documentation detailing few-shot and zero-shot NER

ACs:

Research should provide a detailed and accurate description and answer at least the following questions:

1. What is few-shot and zero-shot learning
2. What techniques are used for this
3. What are the benefits
4. What setup is involved

[KennethHarmon]

Completed in this document.

[dsprojectmentorsner]

@KennethHarmon the Document is not accessible. Is this also available in 'combined research doc' ?

[KennethHarmon]

@dsprojectmentorsner yes I moved the research from this document over to the combined research doc this morning

[dsprojectmentorsner]

@Karabbask2820 there is no document on how to implement zero-shot learning in our use-case or any literature/ any article that have implemented zero-shot learning in NER use-case?

[Karabbask2820]

@dsprojectmentorsner Could you check that you have access to the document? The link is: https://docs.google.com/document/d/137L2MphWjyhsnPMWiWozVWu7CJVg6xtoJv9_9c8xWhg/edit?usp=share_link Also, that week was more for coming up with a plan for implementation.