Papers by Duong Yen
Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models (2024.emnlp-main)
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| Challenge: | Existing enhancements of ExpertPrompting improve the large language model generation process. |
| Approach: | They propose a novel enhancement of ExpertPrompting to improve LLM generation by simulating multiple experts, aggregating their responses and selecting the best among individual and aggregated responses. |
| Outcome: | The proposed enhancement outperforms ExpertPrompting and comparable baselines in truthfulness, factuality, informativeness, usefulness and harmfulness. |