Challenges and applications of large language models

J Kaddour, J Harris, M Mozes, H Bradley… - arXiv preprint arXiv …, 2023 - arxiv.org
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 …

Generative AI in medicine and healthcare: promises, opportunities and challenges

P Zhang, MN Kamel Boulos - Future Internet, 2023 - mdpi.com
Generative AI (artificial intelligence) refers to algorithms and models, such as OpenAI's
ChatGPT, that can be prompted to generate various types of content. In this narrative review …

Gptfuzzer: Red teaming large language models with auto-generated jailbreak prompts

J Yu, X Lin, Z Yu, X Xing - arXiv preprint arXiv:2309.10253, 2023 - arxiv.org
Large language models (LLMs) have recently experienced tremendous popularity and are
widely used from casual conversations to AI-driven programming. However, despite their …

Is ChatGPT the ultimate programming assistant--how far is it?

H Tian, W Lu, TO Li, X Tang, SC Cheung… - arXiv preprint arXiv …, 2023 - arxiv.org
Recently, the ChatGPT LLM has received great attention: it can be used as a bot for
discussing source code, prompting it to suggest changes, provide descriptions or even …

Sugarcrepe: Fixing hackable benchmarks for vision-language compositionality

CY Hsieh, J Zhang, Z Ma… - Advances in neural …, 2024 - proceedings.neurips.cc
In the last year alone, a surge of new benchmarks to measure $\textit {compositional} $
understanding of vision-language models have permeated the machine learning ecosystem …

Generative ai

S Feuerriegel, J Hartmann, C Janiesch… - Business & Information …, 2024 - Springer
Tom Freston is credited with saying ''Innovation is taking two things that exist and putting
them together in a new way''. For a long time in history, it has been the prevailing …

[HTML][HTML] Chatgpt: A meta-analysis after 2.5 months

C Leiter, R Zhang, Y Chen, J Belouadi… - Machine Learning with …, 2024 - Elsevier
ChatGPT, a chatbot developed by OpenAI, has gained widespread popularity and media
attention since its release in November 2022. However, little hard evidence is available …

Octopack: Instruction tuning code large language models

N Muennighoff, Q Liu, A Zebaze, Q Zheng… - arXiv preprint arXiv …, 2023 - arxiv.org
Finetuning large language models (LLMs) on instructions leads to vast performance
improvements on natural language tasks. We apply instruction tuning using code …

Can ChatGPT pass high school exams on English language comprehension?

JCF de Winter - International Journal of Artificial Intelligence in …, 2023 - Springer
Abstract Launched in late November 2022, ChatGPT, a large language model chatbot, has
garnered considerable attention. However, ongoing questions remain regarding its …

Extracting accurate materials data from research papers with conversational language models and prompt engineering

MP Polak, D Morgan - Nature Communications, 2024 - nature.com
There has been a growing effort to replace manual extraction of data from research papers
with automated data extraction based on natural language processing, language models …