Large Language Models (LLMs), including the LLaMA model, have exhibited their efficacy
across various general-domain natural language processing (NLP) tasks. However, their …

Over the past few years, Large Language Models of Code (Code LLMs) have started to have
a significant impact on programming practice. Code LLMs are also emerging as a building …

Large Language Models are becoming an increasingly popular tool for software
development. Their ability to model and generate source code has been demonstrated in a …

Recently, language models (LMs), especially large language models (LLMs), have
revolutionized the field of deep learning. Both encoder-decoder models and prompt-based …

Generative AI models, specifically large language models (LLMs), have made strides
towards the long-standing goal of text-to-code generation. This progress has invited …

Among the thriving ecosystem of cloud computing and the proliferation of Large Language
Model (LLM)-based code generation tools, there is a lack of benchmarking for code …

Cyber-physical systems rely on many control and decision-making algorithms. However, the
majority of cyber-physical systems today are still operated by simple rule-based and …

This study introduces a new approach to enhance information retrieval accuracy in Large
Language Models (LLMs) by integrating a specially designed reinforcement learning …