Michael Staniek

4 papers · 2021–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

ACL (1) IJCNLP (1) MLHC (1) NAACL (1)

Top co-authors

Stefan Riezler (3) Michael Hagmann (1) Marius Fracarolli (1) Jinghua Xu (1)

Keywords

beam search (2) uncertainty detection (2) semantic parsing (2) hierarchical transformer (1) clarification question (1) clinical time series (1) interactive parsing (1) sepsis prediction (1) geographic database (1) clarification generation (1) electronic health record (1) multimodal transformer (1)

Papers

Multimodal Transformers for Clinical Time Series Forecasting and Early Sepsis Prediction NAACL 2025

Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting MLHC 2024

Error-Aware Interactive Semantic Parsing of OpenStreetMap ACL 2021

Error-Aware Interactive Semantic Parsing of OpenStreetMap IJCNLP 2021