Magnus Bender
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Magnus Bender Department of Management Universitetsbyen 61
Building 1834, room 252
8000 Aarhus C
Denmark
Profile
My research takes place within the Center for Contemporary Cultures of Text (TEXT) and at the Department of Management (MGMT).
- Work package: Addressing LLM-hard Problems in Practice (TEXT)
- Work package: LLMs in Language and Cognition Research (TEXT)
- Research unit: Digitalisation (MGMT)
Research
I am a computer scientist working on machine learning and Artificial Intelligence (AI), with a focus on Natural Language Processing (NLP) and Large Language Models (LLMs) and their application in management, law, and the humanities.
My research addresses the fundamentals of AI and intelligent agent systems through interdisciplinary collaboration, connecting technical NLP methods with questions from the humanities, social sciences, and law. NLP is an indispensable capability for any intelligent system, and I draw on findings from hermeneutics – for example on explanation, interpretation, and translation – to help ground it.
- Intellectics
- Artificial Intelligence, agents, and their applications
- Data Science
- Exploratory data analysis and visualization
- Applied statistical methods for interdisciplinary research
- Text understanding, particularly through enriching texts with annotations and contextual representations
- Data mining and text mining
- Topic modelling
- Transformer-based large (language) models (e.g., BERT, GPT)
- Subjective Content Descriptions (SCDs)
- Digital governance and cybersecurity
- Governance, resilience, and security in organizational and business contexts
- Bridging technical, legal, and organizational perspectives on digital risk and resilience