Stefan Rueger

3 papers · 2016–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

UAI (2) COLING (1)

Top co-authors

Shuang Ao (2) Advaith Siddharthan (2) Yulan He (1) Trung Huynh (1) Alistair Willis (1)

Keywords

text classification (1) attention mechanism (1) convolutional neural network (1) recurrent neural network (1) failure detection (1) model reliability (1) confidence estimation (1) adverse drug reaction (1) network calibration (1) miscalibration detection (1)

Papers

CSS: Contrastive Semantic Similarities for Uncertainty Quantification of LLMs UAI 2024

Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration UAI 2023

Adverse Drug Reaction Classification With Deep Neural Networks COLING 2016