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Julia Rozanova
Julia Rozanova
Verified email at manchester.ac.uk
Title
Cited by
Cited by
Year
To be or not to be an integer? encoding variables for mathematical text
D Ferreira, M Thayaparan, M Valentino, J Rozanova, A Freitas
Findings of the Association for Computational Linguistics: ACL 2022, 938-948, 2022
152022
Does my representation capture X? Probe-ably
D Ferreira, J Rozanova, M Thayaparan, M Valentino, A Freitas
arXiv preprint arXiv:2104.05807, 2021
122021
On the Evaluation of Intelligent Process Automation
D Ferreira, J Rozanova, K Dubba, D Zhang, A Freitas
arXiv preprint arXiv:2001.02639, 2020
122020
Diff-explainer: Differentiable convex optimization for explainable multi-hop inference
M Thayaparan, M Valentino, D Ferreira, J Rozanova, A Freitas
Transactions of the Association for Computational Linguistics 10, 1103-1119, 2022
82022
Systematicity, compositionality and transitivity of deep NLP models: a metamorphic testing perspective
E Manino, J Rozanova, D Carvalho, A Freitas, L Cordeiro
arXiv preprint arXiv:2204.12316, 2022
72022
Decomposing Natural Logic Inferences in Neural NLI
J Rozanova, D Ferreira, M Valentino, M Thayaparan, A Freitas
arXiv preprint arXiv:2112.08289, 2021
72021
Interventional probing in high dimensions: An nli case study
J Rozanova, M Valentino, L Cordeiro, A Freitas
arXiv preprint arXiv:2304.10346, 2023
62023
Supporting context monotonicity abstractions in neural nli models
J Rozanova, D Ferreira, M Thayaparan, M Valentino, A Freitas
arXiv preprint arXiv:2105.08008, 2021
52021
Estimating the causal effects of natural logic features in neural nli models
J Rozanova, M Valentino, A Freitas
arXiv preprint arXiv:2305.08572, 2023
42023
Grounding Natural Language Instructions: Can Large Language Models Capture Spatial Information?
J Rozanova, D Ferreira, K Dubba, W Cheng, D Zhang, A Freitas
arXiv preprint arXiv:2109.08634, 2021
32021
Montague semantics and modifier consistency measurement in neural language models
DS Carvalho, E Manino, J Rozanova, L Cordeiro, A Freitas
arXiv preprint arXiv:2212.04310, 2022
12022
Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models
J Rozanova, M Valentino, A Freitas
arXiv preprint arXiv:2404.02622, 2024
2024
EnnCore: end-to-end conceptual guarding of neural architectures
E Manino, D Carvalho, Y Dong, J Rozanova, X Song, MA Mustafa, ...
CEUR, 2022
2022
Type of publication: Conference paper Citation: Rozanova_NALOMA_2021 Publication status: Accepted Booktitle: Natural Logic Meets Machine Learning Workshop
J Rozanova
2021
A duality theoretic perspective on recognisable languages
J Rozanova
Stellenbosch: Stellenbosch University, 2019
2019
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Articles 1–15