Julia Rozanova
8 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Renaissance Researcher (6)
π
Interdisciplinary Bridge
π₯
Unstoppable
(5)
β
The Questioner
(3)
Conferences
ACL (3)
COLING (2)
EACL (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
natural language inference
(4)
representation learning
(3)
diagnostic classification
(2)
neural network
(2)
causal inference
(2)
model analysis
(1)
model interpretability
(1)
semantic inconsistency
(1)
metamorphic testing
(1)
compositional behavior
(1)
semantic feature
(1)
linguistic property
(1)
context-based representation
(1)
variable typing
(1)
transformer model
(1)
representation intervention
(1)
amnesic probing
(1)
probing study
(1)
interventional probing
(1)
mnestic probing
(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
To be or not to be an Integer? Encoding Variables for Mathematical Text
ACL 2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective
ACL 2022
Does My Representation Capture X? Probe-Ably
IJCNLP 2021
Does My Representation Capture X? Probe-Ably
ACL 2021