Stefan Hegselmann
4 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π£ Hot Topic Early Bird π Cross-Pollinator (13)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
Conferences
MLHC (2)
AISTATS (1)
EMNLP (1)
Top co-authors
Keywords
large language model
(2)
few-shot learning
(2)
zero-shot learning
(2)
named entity recognition
(1)
interpretable machine learning
(1)
multilayer perceptron
(1)
tabular datum
(1)
zero-shot classification
(1)
survival prediction
(1)
generalized additive model
(1)
text serialization
(1)
clinical information extraction
(1)
span identification
(1)
cohort selection
(1)
clinical setting
(1)
risk function
(1)
ablation analysis
(1)
doctor interpretability
(1)
logistic regression
(1)
relation extraction
(1)
Papers
TabLLM: Few-shot Classification of Tabular Data with Large Language Models
AISTATS 2023
Large language models are few-shot clinical information extractors
EMNLP 2022
An Evaluation of the Doctor-Interpretability of Generalized Additive Models with Interactions
MLHC 2020
Reproducible Survival Prediction with SEER Cancer Data
MLHC 2018