Joris Baan
4 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (15) 🗺️ Taxonomy Completionist (15)
🧭
Keyword Pioneer
❓
The Questioner
(2)
Conferences
EMNLP (2)
ACL (1)
EACL (1)
Top co-authors
Keywords
uncertainty quantification
(3)
probabilistic modeling
(2)
model calibration
(1)
attention mechanism
(1)
natural language generation
(1)
text generation
(1)
probability estimation
(1)
probabilistic prediction
(1)
probability calibration
(1)
recurrent neural network
(1)
sampling method
(1)
parameter space
(1)
aleatoric uncertainty
(1)
sequence-to-sequence model
(1)
sequence to sequence
(1)
human disagreement
(1)
classifier evaluation
(1)
neural network
(1)
class frequency
(1)
predictive probability
(1)
Papers
Interpreting Predictive Probabilities: Model Confidence or Human Label Variation?
EACL 2024
What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability
EMNLP 2023
Stop Measuring Calibration When Humans Disagree
EMNLP 2022
On the Realization of Compositionality in Neural Networks
ACL 2019