Enhance Sentiment Analysis with Role-Flipping Multi-LLM Negotiation

:::info Authors: (1) Xiaofei Sun, Zhejiang University; (2) Xiaoya Li, Shannon.AI and Bytedance; (3) Shengyu Zhang, Zhejiang University; (4) Shuhe Wang, Peking University; (5) Fei Wu, Zhejiang University; (6) Jiwei Li, Zhejiang University; (7) Tianwei Zhang, Nanyang Technological University; (8) Guoyin Wang, Shannon.AI and Bytedance. ::: Table of Links Abstract and Intro Related Work LLM … Read more

Ablation Studies in Sentiment Analysis: Impact of LLM Roles and Consensus

:::info Authors: (1) Xiaofei Sun, Zhejiang University; (2) Xiaoya Li, Shannon.AI and Bytedance; (3) Shengyu Zhang, Zhejiang University; (4) Shuhe Wang, Peking University; (5) Fei Wu, Zhejiang University; (6) Jiwei Li, Zhejiang University; (7) Tianwei Zhang, Nanyang Technological University; (8) Guoyin Wang, Shannon.AI and Bytedance. ::: Table of Links Abstract and Intro Related Work LLM … Read more

Insights from Sentiment Analysis Experiments with Multi-LLM Framework

:::info Authors: (1) Xiaofei Sun, Zhejiang University; (2) Xiaoya Li, Shannon.AI and Bytedance; (3) Shengyu Zhang, Zhejiang University; (4) Shuhe Wang, Peking University; (5) Fei Wu, Zhejiang University; (6) Jiwei Li, Zhejiang University; (7) Tianwei Zhang, Nanyang Technological University; (8) Guoyin Wang, Shannon.AI and Bytedance. ::: Table of Links Abstract and Intro Related Work LLM … Read more

Leveraging Two LLMs for Improved Sentiment Analysis Decisions

:::info Authors: (1) Xiaofei Sun, Zhejiang University; (2) Xiaoya Li, Shannon.AI and Bytedance; (3) Shengyu Zhang, Zhejiang University; (4) Shuhe Wang, Peking University; (5) Fei Wu, Zhejiang University; (6) Jiwei Li, Zhejiang University; (7) Tianwei Zhang, Nanyang Technological University; (8) Guoyin Wang, Shannon.AI and Bytedance. ::: Table of Links Abstract and Intro Related Work LLM … Read more

The Power of Multi-LLM Frameworks in Overcoming Sentiment Analysis Challenges

:::info Authors: (1) Xiaofei Sun, Zhejiang University; (2) Xiaoya Li, Shannon.AI and Bytedance; (3) Shengyu Zhang, Zhejiang University; (4) Shuhe Wang, Peking University; (5) Fei Wu, Zhejiang University; (6) Jiwei Li, Zhejiang University; (7) Tianwei Zhang, Nanyang Technological University; (8) Guoyin Wang, Shannon.AI and Bytedance. ::: Table of Links Abstract and Intro Related Work LLM … Read more

New Multi-LLM Strategy Boosts Accuracy in Sentiment Analysis

:::info Authors: (1) Xiaofei Sun, Zhejiang University; (2) Xiaoya Li, Shannon.AI and Bytedance; (3) Shengyu Zhang, Zhejiang University; (4) Shuhe Wang, Peking University; (5) Fei Wu, Zhejiang University; (6) Jiwei Li, Zhejiang University; (7) Tianwei Zhang, Nanyang Technological University; (8) Guoyin Wang, Shannon.AI and Bytedance. ::: Table of Links Abstract and Intro Related Work LLM … Read more

Extreme Axions Unveiled: A Novel Fluid Approach for Cosmological Modeling – Methods

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) HARRISON WINCH, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (2) RENEE´ HLOZEK, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (3) … Read more

Extreme Axions Unveiled: Discussion and Future Work

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) HARRISON WINCH, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (2) RENEE´ HLOZEK, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (3) … Read more

Extreme Axions Unveiled: A Novel Fluid Approach for Cosmological Modeling – Phenomenology

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) HARRISON WINCH, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (2) RENEE´ HLOZEK, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (3) … Read more

Extreme Axions Unveiled: Acknowledgments & References

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) HARRISON WINCH, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (2) RENEE´ HLOZEK, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (3) … Read more

Extreme Axions Unveiled: Conclusion

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) HARRISON WINCH, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (2) RENEE´ HLOZEK, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (3) … Read more

Extreme Axions Unveiled: A Novel Fluid Approach for Cosmological Modeling – Abstract and Intro

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) HARRISON WINCH, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (2) RENEE´ HLOZEK, Department of Astronomy & Astrophysics, University of Toronto and Dunlap Institute for Astronomy and Astrophysics, University of Toronto; (3) … Read more

The Ethics of Predictive Policing: Where Data Science Meets Civil Liberties

AI, algorithms, and Big Data when combined in law enforcement applications, give rise to predictive policing. This is the use of data and algorithms to predict criminal activity before it happens, offering the potential for significant crime reduction and more efficient resource allocation [1]. However, alongside the benefits of predictive policing come equally important ethical … Read more

Meet the Algorithm That Decides Who Gets a Liver Transplant: 5 Things to Know

Hello, I’m Malena Carollo, and I’m an investigative reporter here at The Markup. I write stories about broken systems that deeply affect people’s lives. In March, we published a two-part investigation into the algorithm that determines who gets a life-saving liver transplant. The algorithm was changed three years ago to allow donated livers to travel … Read more

Multilingual Coarse Political Stance Classification of Media: Training Details

:::info This paper is available on arxiv under CC BY-NC-SA 4.0 DEED license. Authors: (1) Cristina España-Bonet, DFKI GmbH, Saarland Informatics Campus. ::: Table of Links Abstract and Intro Corpora Compilation Political Stance Classification Summary and Conclusions Limitations and Ethics Statement Acknowledgments and References A. Newspapers in OSCAR 22.01 B. Topics C. Distribution of Topics … Read more

Multilingual Coarse Political Stance Classification of Media: Political Stance Classification

:::info This paper is available on arxiv under CC BY-NC-SA 4.0 DEED license. Authors: (1) Cristina España-Bonet, DFKI GmbH, Saarland Informatics Campus. ::: Table of Links Abstract and Intro Corpora Compilation Political Stance Classification Summary and Conclusions Limitations and Ethics Statement Acknowledgments and References A. Newspapers in OSCAR 22.01 B. Topics C. Distribution of Topics … Read more

Multilingual Coarse Political Stance Classification of Media: Acknowledgments and References

:::info This paper is available on arxiv under CC BY-NC-SA 4.0 DEED license. Authors: (1) Cristina España-Bonet, DFKI GmbH, Saarland Informatics Campus. ::: Table of Links Abstract and Intro Corpora Compilation Political Stance Classification Summary and Conclusions Limitations and Ethics Statement Acknowledgments and References A. Newspapers in OSCAR 22.01 B. Topics C. Distribution of Topics … Read more

Multilingual Coarse Political Stance Classification of Media: Abstract and Intro

:::info This paper is available on arxiv under CC BY-NC-SA 4.0 DEED license. Authors: (1) Cristina España-Bonet, DFKI GmbH, Saarland Informatics Campus. ::: Table of Links Abstract and Intro Corpora Compilation Political Stance Classification Summary and Conclusions Limitations and Ethics Statement Acknowledgments and References A. Newspapers in OSCAR 22.01 B. Topics C. Distribution of Topics … Read more

Multilingual Coarse Political Stance Classification of Media: Corpora Compilation

:::info This paper is available on arxiv under CC BY-NC-SA 4.0 DEED license. Authors: (1) Cristina España-Bonet, DFKI GmbH, Saarland Informatics Campus. ::: Table of Links Abstract and Intro Corpora Compilation Political Stance Classification Summary and Conclusions Limitations and Ethics Statement Acknowledgments and References A. Newspapers in OSCAR 22.01 B. Topics C. Distribution of Topics … Read more

Multilingual Coarse Political Stance Classification of Media: Limitations & Ethics Statement

:::info This paper is available on arxiv under CC BY-NC-SA 4.0 DEED license. Authors: (1) Cristina España-Bonet, DFKI GmbH, Saarland Informatics Campus. ::: Table of Links Abstract and Intro Corpora Compilation Political Stance Classification Summary and Conclusions Limitations and Ethics Statement Acknowledgments and References A. Newspapers in OSCAR 22.01 B. Topics C. Distribution of Topics … Read more

Multilingual Coarse Political Stance Classification of Media: Distribution of Topics per Newspaper

:::info This paper is available on arxiv under CC BY-NC-SA 4.0 DEED license. Authors: (1) Cristina España-Bonet, DFKI GmbH, Saarland Informatics Campus. ::: Table of Links Abstract and Intro Corpora Compilation Political Stance Classification Summary and Conclusions Limitations and Ethics Statement Acknowledgments and References A. Newspapers in OSCAR 22.01 B. Topics C. Distribution of Topics … Read more

Multilingual Coarse Political Stance Classification of Media: Summary and Conclusions

:::info This paper is available on arxiv under CC BY-NC-SA 4.0 DEED license. Authors: (1) Cristina España-Bonet, DFKI GmbH, Saarland Informatics Campus. ::: Table of Links Abstract and Intro Corpora Compilation Political Stance Classification Summary and Conclusions Limitations and Ethics Statement Acknowledgments and References A. Newspapers in OSCAR 22.01 B. Topics C. Distribution of Topics … Read more

The Resolution to Our Black Hole Study

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Hyerin Cho (조혜린), Center for Astrophysics | Harvard & Smithsonian, 60 Garden Street, Cambridge, MA 02138, USA and Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA; (2) Ben S. Prather, CCS-2, Los Alamos National Laboratory, PO Box … Read more

Revolutionizing Healthcare: Andy Schoonover’s Playbook for Disrupting Entrenched Industries

Forget everything you think you know about healthcare. I recently sat down with Andy Schoonover, the visionary founder of CrowdHealth, on my podcast. He’s not just building another health insurance company; he’s leading a full-on revolution against the industry’s broken model. What he’s doing is so disruptive that it’s making waves far beyond healthcare – … Read more