This article explores how document automation services rooted in expert system style and other symbolic approaches can usefully enhance and be enhanced by current generative AI approaches.
Abstract
Software-based legal assistance systems have leveraged many different forms of knowledge representation and reasoning. This article explores how document automation services rooted in expert system style and other symbolic approaches can usefully enhance and be enhanced by current generative AI approaches. We discuss the possible benefits and challenges, and report on preliminary experiments in using large language models to identify and fix issues in texts written by laypeople.
The integration of Large Language Models (LLMs) into software development workflows has fundamentally transformed how developers interact with knowledge repositories, codebases, and documentation. However, traditional knowledge retrieval mechanisms face significant challenges when applied to the dynamic, multi-modal, a...
Norbert Fijałek, Ilona Bluemke, Piotr Gawrysiak· WiPiEC Journal - Works in Pr...· 0 citations
Artificial intelligence (AI) is transforming scientific practice. What started as a passive data-analysis tool has become something closer to an active partner, now capable of generating hypotheses, planning experiments, and coordinating multi-step workflows. This manuscript explores how large language models (LLMs) an...
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We have developed state-based semantic programs that describe scientific research phenomena. However, implementing interactive research reports requires more than a model of the phenomenon: it also requires discourse elements such as rhetorical and genre structures. We use the term discourse broadly to cover how materi...
R. Allen· Proceedings of the 26th ACM/...· 0 citations
AI large language models (LLMs) like ChatGPT can improve the efficiency of common language generation tasks performed by engineering professionals. In this session, we draw upon emerging academic research to suggest applications of LLMs in the field of industrial and systems engineering. Our demonstrations will showcas...
Joseph H. Wilck· IISE Annual Conference &...· 0 citations
Technologies like large language models make it easier to convert cultural material into analyzable variables, while LLM-driven agentic systems extend machine assistance to other parts of the research workflow. Rather than a full how-to guide or an exhaustive review of recent LLM use cases, this chapter looks at some c...
