A survey of hallucination in large foundation models

V Rawte, A Sheth, A Das - arXiv preprint arXiv:2309.05922, 2023 - arxiv.org
Hallucination in a foundation model (FM) refers to the generation of content that strays from
factual reality or includes fabricated information. This survey paper provides an extensive …

Bridging causal discovery and large language models: A comprehensive survey of integrative approaches and future directions

G Wan, Y Wu, M Hu, Z Chu, S Li - arXiv preprint arXiv:2402.11068, 2024 - arxiv.org
Causal discovery (CD) and Large Language Models (LLMs) represent two emerging fields
of study with significant implications for artificial intelligence. Despite their distinct origins …

[HTML][HTML] Prompt Engineering: a methodology for optimizing interactions with AI-Language Models in the field of engineering

JD Velásquez-Henao, CJ Franco-Cardona… - Dyna, 2023 - scielo.org.co
ChatGPT is a versatile conversational Artificial Intelligence model that responds to user input
prompts, with applications in academia and various sectors. However, crafting effective …

Creating trustworthy llms: Dealing with hallucinations in healthcare ai

MA Ahmad, I Yaramis, TD Roy - arXiv preprint arXiv:2311.01463, 2023 - arxiv.org
Large language models have proliferated across multiple domains in as short period of time.
There is however hesitation in the medical and healthcare domain towards their adoption …

Hallucinations in llms: Understanding and addressing challenges

G Perković, A Drobnjak, I Botički - 2024 47th MIPRO ICT and …, 2024 - ieeexplore.ieee.org
Large language models (LLM) are trained to understand and generate human-like
language. While LLMs present a cutting-edge concept and their use is becoming …

AI Should Challenge, Not Obey

A Sarkar - Communications of the ACM, 2024 - dl.acm.org
AI Should Challenge, Not Obey | Communications of the ACM skip to main content ACM Digital
Library home ACM Association for Computing Machinery corporate logo Google, Inc. (search) …

Large language model-brained gui agents: A survey

C Zhang, S He, J Qian, B Li, L Li, S Qin, Y Kang… - arXiv preprint arXiv …, 2024 - arxiv.org
GUIs have long been central to human-computer interaction, providing an intuitive and
visually-driven way to access and interact with digital systems. The advent of LLMs …

Peatmoss: A dataset and initial analysis of pre-trained models in open-source software

W Jiang, J Yasmin, J Jones, N Synovic… - 2024 IEEE/ACM 21st …, 2024 - ieeexplore.ieee.org
The development and training of deep learning models have become increasingly costly
and complex. Consequently, software engineers are adopting pre-trained models (PTMs) for …

A comprehensive survey of hallucination in large language, image, video and audio foundation models

P Sahoo, P Meharia, A Ghosh, S Saha… - Findings of the …, 2024 - aclanthology.org
The rapid advancement of foundation models (FMs) across language, image, audio, and
video domains has shown remarkable capabilities in diverse tasks. However, the …

Artificial intelligence large language models address anterior cruciate ligament reconstruction: Superior clarity and completeness by Gemini compared with ChatGPT …

M Quinn, JD Milner, P Schmitt, P Morrissey… - … : The Journal of …, 2024 - Elsevier
Purpose To assess the ability of ChatGPT-4 and Gemini to generate accurate and relevant
responses to the 2022 American Academy of Orthopaedic Surgeons (AAOS) Clinical …