In-ide human-ai experience in the era of large language models; a literature review
Integrated Development Environments (IDEs) have become central to modern software
development, especially with the integration of Artificial Intelligence (AI) to enhance …
development, especially with the integration of Artificial Intelligence (AI) to enhance …
Using AI-based coding assistants in practice: State of affairs, perceptions, and ways forward
Context: The last several years saw the emergence of AI assistants for code—multi-purpose
AI-based helpers in software engineering. As they become omnipresent in all aspects of …
AI-based helpers in software engineering. As they become omnipresent in all aspects of …
Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks
D Etsenake, M Nagappan - arXiv preprint arXiv:2410.01026, 2024 - arxiv.org
Large Language Models (LLMs) are transforming programming practices, offering significant
capabilities for code generation activities. While researchers have explored the potential of …
capabilities for code generation activities. While researchers have explored the potential of …
CoLadder: Manipulating Code Generation via Multi-Level Blocks
This paper adopted an iterative design process to gain insights into programmers' strategies
when using LLMs for programming. We proposed CoLadder, a novel system that supports …
when using LLMs for programming. We proposed CoLadder, a novel system that supports …
Wordflow: Social prompt engineering for large language models
ZJ Wang, A Chakravarthy, D Munechika… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) require well-crafted prompts for effective use. Prompt
engineering, the process of designing prompts, is challenging, particularly for non-experts …
engineering, the process of designing prompts, is challenging, particularly for non-experts …
MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation
Retrieval-augmented text generation (RAG) addresses the common limitations of large
language models (LLMs), such as hallucination, by retrieving information from an updatable …
language models (LLMs), such as hallucination, by retrieving information from an updatable …
To Search or To Gen? Exploring the Synergy between Generative AI and Web Search in Programming
The convergence of generative AI and web search is reshaping problem-solving for
programmers. However, the lack of understanding regarding their interplay in the …
programmers. However, the lack of understanding regarding their interplay in the …
Code Shaping: Iterative Code Editing with Free-form Sketching
We present an initial step towards building a system for programmers to edit code using free-
form sketch annotations drawn directly onto editor and output windows. Using a working …
form sketch annotations drawn directly onto editor and output windows. Using a working …
Generative artificial intelligence in programming: a scoping review of cognitive aspects
S Määttä - 2024 - oulurepo.oulu.fi
Purpose and objectives: The rapidly increasing number of technical papers on applications
of generative AI in programming should be complemented by empirical studies addressing …
of generative AI in programming should be complemented by empirical studies addressing …
How Far Are We From AGI: Are LLMs All We Need?
The evolution of artificial intelligence (AI) has profoundly impacted human society, driving
significant advancements in multiple sectors. Yet, the escalating demands on AI have …
significant advancements in multiple sectors. Yet, the escalating demands on AI have …