Wiping out the limitations of Large Language Models--A Taxonomy for Retrieval Augmented Generation

MM Li, I Nikishina, Ö Sevgili, M Semmann - arXiv preprint arXiv …, 2024 - arxiv.org
Current research on RAGs is distributed across various disciplines, and since the
technology is evolving very quickly, its unit of analysis is mostly on technological …

Business, Data and Analytics: Specifying AI Use Cases with the Help of Modeling Techniques

M Brunnbauer - International Conference on Business Informatics …, 2024 - Springer
While artificial intelligence promises a wide range of potential for businesses, its adoption
poses major problems for some organizations. This paper presents a modeling framework …

New Kids on the Block: On the impact of information retrieval on contextual resource integration patterns

M Semmann, MM Li - arXiv preprint arXiv:2312.07878, 2023 - arxiv.org
The rise of new modes of interaction with AI skyrocketed the popularity, applicability, and
amount of use cases. Despite this evolution, conceptual integration is falling behind. Studies …

Artificial Intelligence in Organizationsmanaging the Lifecycle of Conversational Agents

T Lewandowski - 2024 - search.proquest.com
Results The central results of this thesis can be divided into two research perspectives. In
each perspective, different conceptually and empirically validated design knowledge was …