Julia Rozanova
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🔥
Unstoppable · Bronze
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The Questioner
(2)
Venues
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Research topics
Artificial Intelligence
(6)
Core AI
(6)
Natural Language Processing
(5)
Applications
(4)
Deep Learning
(2)
Machine Learning
(2)
Learning Types · Deep Learning
(2)
Understanding
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Linguistics
(1)
Optimization & Theory
(1)
Reasoning
(1)
Keywords
natural language inference
(4)
representation learning
(2)
causal inference
(2)
semantic analysis
(1)
neural network interpretability
(1)
model analysis
(1)
model interpretability
(1)
semantic inconsistency
(1)
metamorphic testing
(1)
compositional behavior
(1)
semantic feature
(1)
diagnostic classification
(1)
linguistic property
(1)
context-based representation
(1)
variable typing
(1)
transformer model
(1)
neural network
(1)
representation intervention
(1)
amnesic probing
(1)
probing study
(1)
Papers
Montague semantics and modifier consistency measurement in neural language models
COLING 2025
Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models
COLING 2024
Interventional Probing in High Dimensions: An NLI Case Study
EACL 2023
Decomposing Natural Logic Inferences for Neural NLI
EMNLP 2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective
ACL 2022
To be or not to be an Integer? Encoding Variables for Mathematical Text
ACL 2022
Does My Representation Capture X? Probe-Ably
ACL 2021