[HTML][HTML] A survey of GPT-3 family large language models including ChatGPT and GPT-4
KS Kalyan - Natural Language Processing Journal, 2024 - Elsevier
Large language models (LLMs) are a special class of pretrained language models (PLMs)
obtained by scaling model size, pretraining corpus and computation. LLMs, because of their …
obtained by scaling model size, pretraining corpus and computation. LLMs, because of their …
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 …
Regulating ChatGPT and other large generative AI models
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 …
Trustllm: Trustworthiness in large language models
Large language models (LLMs), exemplified by ChatGPT, have gained considerable
attention for their excellent natural language processing capabilities. Nonetheless, these …
attention for their excellent natural language processing capabilities. Nonetheless, these …
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 …
[HTML][HTML] Position: TrustLLM: Trustworthiness in large language models
Large language models (LLMs) have gained considerable attention for their excellent
natural language processing capabilities. Nonetheless, these LLMs present many …
natural language processing capabilities. Nonetheless, these LLMs present many …
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 …
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 …