A survey on evaluation of large language models
Large language models (LLMs) are gaining increasing popularity in both academia and
industry, owing to their unprecedented performance in various applications. As LLMs …
industry, owing to their unprecedented performance in various applications. As LLMs …
Unleashing the potential of prompt engineering in Large Language Models: a comprehensive review
This paper delves into the pivotal role of prompt engineering in unleashing the capabilities
of Large Language Models (LLMs). Prompt engineering is the process of structuring input …
of Large Language Models (LLMs). Prompt engineering is the process of structuring input …
A review on large Language Models: Architectures, applications, taxonomies, open issues and challenges
Large Language Models (LLMs) recently demonstrated extraordinary capability in various
natural language processing (NLP) tasks including language translation, text generation …
natural language processing (NLP) tasks including language translation, text generation …
Baseline defenses for adversarial attacks against aligned language models
As Large Language Models quickly become ubiquitous, their security vulnerabilities are
critical to understand. Recent work shows that text optimizers can produce jailbreaking …
critical to understand. Recent work shows that text optimizers can produce jailbreaking …
Flask: Fine-grained language model evaluation based on alignment skill sets
Evaluation of Large Language Models (LLMs) is challenging because aligning to human
values requires the composition of multiple skills and the required set of skills varies …
values requires the composition of multiple skills and the required set of skills varies …
Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI
Abstract Generative Artificial Intelligence is set to revolutionize healthcare delivery by
transforming traditional patient care into a more personalized, efficient, and proactive …
transforming traditional patient care into a more personalized, efficient, and proactive …
Data-centric foundation models in computational healthcare: A survey
The advent of foundation models (FMs) as an emerging suite of AI techniques has struck a
wave of opportunities in computational healthcare. The interactive nature of these models …
wave of opportunities in computational healthcare. The interactive nature of these models …
Sok: Memorization in general-purpose large language models
Large Language Models (LLMs) are advancing at a remarkable pace, with myriad
applications under development. Unlike most earlier machine learning models, they are no …
applications under development. Unlike most earlier machine learning models, they are no …
Prompting frameworks for large language models: A survey
Since the launch of ChatGPT, a powerful AI Chatbot developed by OpenAI, large language
models (LLMs) have made significant advancements in both academia and industry …
models (LLMs) have made significant advancements in both academia and industry …
Evaluating large language models for material selection
Material selection is a crucial step in conceptual design due to its significant impact on the
functionality, aesthetics, manufacturability, and sustainability impact of the final product. This …
functionality, aesthetics, manufacturability, and sustainability impact of the final product. This …