Papers by Shirley Hayati
How Far Can We Extract Diverse Perspectives from Large Language Models? (2024.emnlp-main)
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| Challenge: | Recent advances of large language models have gained much interest from researchers to exploit their capability of creative generation for data augmentation with less cost and higher diversity. |
| Approach: | They propose a criteria-based prompting technique to extract maximum diversity from LLMs. |
| Outcome: | The proposed method extracts diverse opinions from large language models iteratively. |