From Nuisance to News Sense: Related Work

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Jeremiah Milbauer, Carnegie Mellon University, Pittsburgh PA, USA (email: {jmilbaue | sherryw}@cs.cmu.edu); (2) Ziqi Ding, Carnegie Mellon University, Pittsburgh PA, USA (e-mail: {ziqiding | zhijinw}@andrew.cmu.edu) (3) Tongshuang Wu, Carnegie Mellon University, Pittsburgh PA, USA. ::: Table of Links Abstract and Introduction Related … Read more

From Nuisance to News Sense: Abstract and Introduction

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Jeremiah Milbauer, Carnegie Mellon University, Pittsburgh PA, USA (email: {jmilbaue | sherryw}@cs.cmu.edu); (2) Ziqi Ding, Carnegie Mellon University, Pittsburgh PA, USA (e-mail: {ziqiding | zhijinw}@andrew.cmu.edu) (3) Tongshuang Wu, Carnegie Mellon University, Pittsburgh PA, USA. ::: Table of Links Abstract and Introduction Related … Read more

From Nuisance to News Sense: System Overview

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Jeremiah Milbauer, Carnegie Mellon University, Pittsburgh PA, USA (email: {jmilbaue | sherryw}@cs.cmu.edu); (2) Ziqi Ding, Carnegie Mellon University, Pittsburgh PA, USA (e-mail: {ziqiding | zhijinw}@andrew.cmu.edu) (3) Tongshuang Wu, Carnegie Mellon University, Pittsburgh PA, USA. ::: Table of Links Abstract and Introduction Related … Read more

From Nuisance to News Sense: Pilot Study

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Jeremiah Milbauer, Carnegie Mellon University, Pittsburgh PA, USA (email: {jmilbaue | sherryw}@cs.cmu.edu); (2) Ziqi Ding, Carnegie Mellon University, Pittsburgh PA, USA (e-mail: {ziqiding | zhijinw}@andrew.cmu.edu) (3) Tongshuang Wu, Carnegie Mellon University, Pittsburgh PA, USA. ::: Table of Links Abstract and Introduction Related … Read more

Elasticsearch Updates, Inserts, Deletes: Understanding How They Work and Their Limitations

Introduction Managing streaming data from a source system, like PostgreSQL, MongoDB or DynamoDB, into a downstream system for real-time search and analytics is a challenge for many teams. The flow of data often involves complex ETL tooling as well as self-managing integrations to ensure that high volume writes, including updates and deletes, do not rack … Read more

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