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FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios
Chern, I-Chun, Chern, Steffi, Chen, Shiqi, Yuan, Weizhe, Feng, Kehua, Zhou, Chunting, He, Junxian, Neubig, Graham, Liu, Pengfei
The emergence of generative pre-trained models has facilitated the synthesis of high-quality text, but it has also posed challenges in identifying factual errors in the generated text. In particular: (1) A wider range of tasks now face an increasing risk of containing factual errors when handled by generative models. (2) Generated texts tend to be lengthy and lack a clearly defined granularity for individual facts. (3) There is a scarcity of explicit evidence available during the process of fact checking. With the above challenges in mind, in this paper, we propose FacTool, a task and domain agnostic framework for detecting factual errors of texts generated by large language models (e.g., ChatGPT). Experiments on four different tasks (knowledge-based QA, code generation, mathematical reasoning, and scientific literature review) show the efficacy of the proposed method. We release the code of FacTool associated with ChatGPT plugin interface at https://github.com/GAIR-NLP/factool .
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Your Fortune Cookie Message Will Now Be Written by AI
OpenFortune, one of the fastest growing media platforms that delivers creative advertising via fortune cookies at 47,000 restaurants in the U.S., has announced a transformational shift in their content creation strategy by embracing OpenAI's ChatGPT for writing fortune messages. This move will enable OpenFortune to effectively provide an unlimited number of completely new, unique fortunes to millions of consumers dining at restaurants and at home, all while maintaining the integrity of traditional fortune cookies. Throughout the 100 year history of the fortune cookie, only several thousand fortunes have been in circulation. After extensive market research, OpenFortune determined that the AI-driven platform produces never-before-written and more appealing fortunes, at an exponentially faster rate. This ensures that people are less likely to receive the same message as their dining companion and creates a more personalized fortune cookie experience.
7 weird and wonderful applications of artificial intelligence - CityAM
The Rewired investment fund focuses on enabling the technologies of the AI revolution by investing across five verticals including machine learning, robotics, bionics, sensors, mapping and localisation. Backed by technology investors including Tej Kohli, we believe that AI has the potential to positively impact every segment of economic activity and to improve every aspect of human life. In 2017 Ambassador, Elle King, and Wiz Khalifa performed together on Alex Da Kid's single, ''Not Easy'' which ranked highly in the iTunes chart. The tune was created using IBM's Watson, which scanned the most popular songs from the last five years as well as analysing news, media, reports, movie scripts and social media posts. The results helped the artists to understanding the "emotional temperature" of people at that specific time.
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Top 11 Uncommon Uses of Artificial Intelligence for the Modern Living
Artificial Intelligence has been credited as a major disruptive force leading us towards digital transformation. From helping in developing high-end robotics to weather predictions, stock market crash, drug discovery, to understanding customer data, better filling system, and so forth, AI is quite instrumental in the technological advancements we see today. Though it is a common thought that AI will rob us of our employment opportunities and jobs, in contrast, it has been observed that AI has helped us by augmenting our capabilities and assisting us in numerous activities, including the trivial ones. While we are all quite aware of how AI is shaping industries generally functions, there are some uncommon applications of AI too. Let us discuss some of them.
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