Enhance Sentiment Analysis with Role-Flipping Multi-LLM Negotiation

Machine Learning Tech Brief By HackerNoon

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On today's episode, co-hosts Yasmin Gagne and Josh Christensen discuss the latest news in the world of business and innovation, including Apple’s newest product announcements at WWDC, Warner Bros. Discovery’s split back into two companies, and the U.S. and China meeting in London to discuss trade talks. Next, since its inception in 2008, NPR's Tiny Desk Concerts have become a staple on YouTube with over 11 million subscribers. Josh and Yaz speak with Fast Company associate editor David Salazar about the lasting influence, favorite acts, and future programming of Tiny Desk Concerts. Finally, Yaz and Josh interview Sweetgreen CEO Jonathan Neman about the company's new menu items, advancements in culinary technology like Infinite Kitchens, and the removal of seed oils from their food preparation process. For more of the latest business and innovation news, go to https://www.fastcompany.com/news To read David Salazar’s piece on NPR’s Tiny Desk concerts: https://www.fastcompany.com/91337277/npr-tiny-desk-concert-artist-impact…

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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.

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Enhance Sentiment Analysis with Role-Flipping Multi-LLM Negotiation

Machine Learning Tech Brief By HackerNoon

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This story was originally published on HackerNoon at: https://hackernoon.com/building-multimodal-generative-ai-systems-architecture-refinement-and-enhancement . Generative AI systems are built in blocks, each performing a distinct function and interacting with other blocks to achieve a larger goal. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #generative-ai , #ai , #ai-agent , #multimodal-models , #ai-architecture , #ai-enhancement , #data-augmentation , #ai-integrations , and more. This story was written by: @tona . Learn more about this writer by checking @tona's about page, and for more stories, please visit hackernoon.com . Generative AI systems are built in blocks, each performing a distinct function and interacting with other blocks to achieve a larger goal. The rise of Generative Multimodal Models brings up a new perspective of thinking of AI as a system rather than Large Language Models (LLMs) alone.…

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Enhance Sentiment Analysis with Role-Flipping Multi-LLM Negotiation