Andreas Stephan
Andreas Stephan has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Reasoning, Information retrieval & search; often with Benjamin Roth, Dawei Zhu, Matthias Aßenmacher.
OpenAlex · ORCID · Wikidata · h-index 40 · 364 works · 5,131 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 13 times in our library · ⭐ Paper Stars ranking: #9609
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 workInformation retrieval & search · 1 work
Works by year
2020s
Papers
- From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning Tasks (2024 · 13 citations)
LLM-as-a-judge is usually validated by measuring agreement with human ratings on open-ended tasks such as summarization, and that agreement is inherently subjective. - Enhancing Retrieval via Cognitively Motivated Document Expansion (2026)
The paper asks whether LLMs can strengthen first-stage document retrieval by rewriting the corpus rather than the query, an approach the authors note has received less attention than query expansion.
Co-authors here
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