A survey of hallucination in large foundation models
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 …
factual reality or includes fabricated information. This survey paper provides an extensive …
[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 …
prompts, with applications in academia and various sectors. However, crafting effective …
A comprehensive survey of hallucination in large language, image, video and audio foundation models
The rapid advancement of foundation models (FMs) across language, image, audio, and
video domains has shown remarkable capabilities in diverse tasks. However, the …
video domains has shown remarkable capabilities in diverse tasks. However, the …
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 …
language. While LLMs present a cutting-edge concept and their use is becoming …
Creating trustworthy llms: Dealing with hallucinations in healthcare ai
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 …
There is however hesitation in the medical and healthcare domain towards their adoption …
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) …
Library home ACM Association for Computing Machinery corporate logo Google, Inc. (search) …
Large language model-brained gui agents: A survey
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 …
visually-driven way to access and interact with digital systems. The advent of LLMs …
Bridging causal discovery and large language models: A comprehensive survey of integrative approaches and future directions
Causal discovery (CD) and Large Language Models (LLMs) represent two emerging fields
of study with significant implications for artificial intelligence. Despite their distinct origins …
of study with significant implications for artificial intelligence. Despite their distinct origins …
Peatmoss: A dataset and initial analysis of pre-trained models in open-source software
The development and training of deep learning models have become increasingly costly
and complex. Consequently, software engineers are adopting pre-trained models (PTMs) for …
and complex. Consequently, software engineers are adopting pre-trained models (PTMs) for …
Neuro symbolic reasoning for planning: Counterexample guided inductive synthesis using large language models and satisfiability solving
Generative large language models (LLMs) with instruct training such as GPT-4 can follow
human-provided instruction prompts and generate human-like responses to these prompts …
human-provided instruction prompts and generate human-like responses to these prompts …