Jan Piotrowski
Jan Piotrowski has 2 papers in our library, in 2026, most of them on Discourse analysis; often with Wenxiang Hu, Xi Zhang, Xiaohui Yan.
OpenAlex · h-index 1 · 4 works · 1 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 9 times in our library · ⭐ Paper Stars ranking: #9936
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksDecision Sciences · 2 worksInformation Systems and Management · 1 workArts and Humanities · 1 workGeneral Social Sciences · 1 workLanguage and Linguistics · 1 workManagement Science and Operations Research · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Discourse analysis · 1 work
Works by year
2020s
Papers
- EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery (2026 · 10 citations)
Most current LLM-based "AI scientist" systems follow fixed, hand-built pipelines. They do not learn from what happened in earlier runs, so they may retry experiments that already failed, miss promising directions, or chase ideas that cannot be implemented. EvoScientist addresses this with a multi-agent framework that… - Interpretable Semantic Gradients in SSD: A PCA Sweep Approach and a Case Study on AI Discourse (2026)
Supervised Semantic Differential (SSD) builds a semantic gradient in embedding space by regressing a continuous trait on PCA-compressed text vectors.
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/jan-piotrowski/