This story was originally published on HackerNoon at: https://hackernoon.com/enhance-sentiment-analysis-with-role-flipping-multi-llm-negotiation. Enhance sentiment analysis accuracy and interpretability with a role-flipping multi-LLM negotiation method. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #sentiment-analysis, #multi-llm-framework, #ai-and-sentiment-analysis, #llm-negotiations, #in-context-learning, #collaborative-ai-frameworks, #sentiment-analysis-framework, #llm-performance-evaluation, and more. This story was written by: @textmodels. Learn more about this writer by checking @textmodels's about page, and for more stories, please visit hackernoon.com. Our role-flipping multi-LLM negotiation method improves sentiment analysis accuracy and interpretability, outperforming traditional methods across various benchmarks.