Josef Kuchař
3 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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The Questioner
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Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Deep Learning
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
number representation
(2)
question answering
(1)
generalization capability
(1)
spurious correlation
(1)
out-of-distribution evaluation
(1)
pre-trained language model
(1)
ordinal information
(1)
probing technique
(1)
arithmetic reasoning
(1)
embedding analysis
(1)
input embedding
(1)
arithmetic error
(1)
numeric embedding
(1)
elementary arithmetic
(1)
sinusoidal representation
(1)
prediction shortcut
(1)
representation learning
(1)
numeric representation
(1)
Papers
Language Models Learn Universal Representations of Numbers and Here’s Why You Should Care
ACL 2026
Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering
EMNLP 2025
Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers
EMNLP 2025