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Chain of thought prompting for data annotation
#335
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ljvmiranda921
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1 year ago
ljvmiranda921
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1 year ago
Closes #334
Idea: chain of thought was applied to various reasoning tasks, maybe we can do so for data annotation?
Data annotation is not just: "do NER on this text," it's more of explaining or adding context + nuance to labels.
Side experiments on applying chain-of-thought prompting to elicit reasoning in data annotation
Can we use annotation guidelines?
Implementation
ChatGPT can get expensive, maybe try GPT-J? Doesn't really have to be an intense experiment
https://arxiv.org/abs/2212.10450
Closes #334
Implementation