Julian Rodemann
8 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Cross-Pollinator (15) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(22)
๐ฃ
Hot Topic Early Bird
Conferences
EMNLP (3)
NIPS (2)
UAI (2)
ACL (1)
Top co-authors
Keywords
decoding strategy
(3)
robust statistics
(2)
stochastic dominance
(2)
uncertainty estimation
(2)
open-ended text generation
(2)
text generation
(2)
epistemic uncertainty
(1)
evaluation framework
(1)
marginal likelihood
(1)
statistical testing
(1)
probabilistic prediction
(1)
posterior predictive
(1)
multi-armed bandit
(1)
reciprocal learning
(1)
fixed-point theorem
(1)
credal set
(1)
aleatoric uncertainty
(1)
statistical test
(1)
classifier comparison
(1)
linear optimization
(1)
Papers
Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework
ACL 2025
GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation
EMNLP 2025
The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models
EMNLP 2025
Reciprocal Learning
NIPS 2024
Statistical Multicriteria Benchmarking via the GSD-Front
NIPS 2024
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation
EMNLP 2024
Robust statistical comparison of random variables with locally varying scale of measurement
UAI 2023
Approximately Bayes-optimal pseudo-label selection
UAI 2023