Challenges and applications of large language models
Large Language Models (LLMs) went from non-existent to ubiquitous in the machine
learning discourse within a few years. Due to the fast pace of the field, it is difficult to identify …
learning discourse within a few years. Due to the fast pace of the field, it is difficult to identify …
[HTML][HTML] Decoding ChatGPT: a taxonomy of existing research, current challenges, and possible future directions
Abstract Chat Generative Pre-trained Transformer (ChatGPT) has gained significant interest
and attention since its launch in November 2022. It has shown impressive performance in …
and attention since its launch in November 2022. It has shown impressive performance in …
Regulating ChatGPT and other large generative AI models
P Hacker, A Engel, M Mauer - Proceedings of the 2023 ACM Conference …, 2023 - dl.acm.org
Large generative AI models (LGAIMs), such as ChatGPT, GPT-4 or Stable Diffusion, are
rapidly transforming the way we communicate, illustrate, and create. However, AI regulation …
rapidly transforming the way we communicate, illustrate, and create. However, AI regulation …
Paraphrasing evades detectors of ai-generated text, but retrieval is an effective defense
The rise in malicious usage of large language models, such as fake content creation and
academic plagiarism, has motivated the development of approaches that identify AI …
academic plagiarism, has motivated the development of approaches that identify AI …
Can AI-generated text be reliably detected?
The unregulated use of LLMs can potentially lead to malicious consequences such as
plagiarism, generating fake news, spamming, etc. Therefore, reliable detection of AI …
plagiarism, generating fake news, spamming, etc. Therefore, reliable detection of AI …
Defending chatgpt against jailbreak attack via self-reminders
ChatGPT is a societally impactful artificial intelligence tool with millions of users and
integration into products such as Bing. However, the emergence of jailbreak attacks notably …
integration into products such as Bing. However, the emergence of jailbreak attacks notably …
The science of detecting llm-generated text
ACM: Digital Library: Communications of the ACM ACM Digital Library Communications of the
ACM Volume 67, Number 4 (2024), Pages 50-59 The Science of Detecting LLM-Generated Text …
ACM Volume 67, Number 4 (2024), Pages 50-59 The Science of Detecting LLM-Generated Text …
Identifying and mitigating the security risks of generative ai
Every major technical invention resurfaces the dual-use dilemma—the new technology has
the potential to be used for good as well as for harm. Generative AI (GenAI) techniques, such …
the potential to be used for good as well as for harm. Generative AI (GenAI) techniques, such …
Undetectable watermarks for language models
Recent advances in the capabilities of large language models such as GPT-4 have spurred
increasing concern about our ability to detect AI-generated text. Prior works have suggested …
increasing concern about our ability to detect AI-generated text. Prior works have suggested …
ChatGPT: More than a “weapon of mass deception” ethical challenges and responses from the human-centered artificial intelligence (HCAI) perspective
This article explores the ethical problems arising from the use of ChatGPT as a kind of
generative AI and suggests responses based on the Human-Centered Artificial Intelligence …
generative AI and suggests responses based on the Human-Centered Artificial Intelligence …