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flairNLP / fabricator

[EMNLP 2023 Demo] fabricator - annotating and generating datasets with large language models.
Apache License 2.0
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Implement ProGen approach #67

Open whoisjones opened 1 year ago

whoisjones commented 1 year ago

Paper: https://aclanthology.org/2022.findings-emnlp.269.pdf

They use IF to determine the informativeness of examples which they in turn use as in-context examples to steer the generation process. Works well for classification tasks and can be nice feature for the repo.

HallerPatrick commented 1 year ago

This is related to #68, no?

Original implementation: https://github.com/HKUNLP/ProGen

HallerPatrick commented 1 year ago

https://arxiv.org/pdf/2205.10475.pdf