| 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 | 12 | 2022 |
| Does my representation capture X? Probe-ably D Ferreira, J Rozanova, M Thayaparan, M Valentino, A Freitas arXiv preprint arXiv:2104.05807, 2021 | 12 | 2021 |
| On the Evaluation of Intelligent Process Automation D Ferreira, J Rozanova, K Dubba, D Zhang, A Freitas arXiv preprint arXiv:2001.02639, 2020 | 12 | 2020 |
| 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 | 8 | 2022 |
| 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 | 7 | 2022 |
| Decomposing Natural Logic Inferences in Neural NLI J Rozanova, D Ferreira, M Valentino, M Thayaparan, A Freitas arXiv preprint arXiv:2112.08289, 2021 | 7 | 2021 |
| Supporting context monotonicity abstractions in neural nli models J Rozanova, D Ferreira, M Thayaparan, M Valentino, A Freitas arXiv preprint arXiv:2105.08008, 2021 | 5 | 2021 |
| Interventional probing in high dimensions: An nli case study J Rozanova, M Valentino, L Cordeiro, A Freitas arXiv preprint arXiv:2304.10346, 2023 | 4 | 2023 |
| Estimating the causal effects of natural logic features in neural nli models J Rozanova, M Valentino, A Freitas arXiv preprint arXiv:2305.08572, 2023 | 3 | 2023 |
| 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 | 2 | 2021 |
| 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 |
| 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 | | 2022 |
| 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 |
André FreitasUniversity of Manchester | Idiap Research InstituteVerified email at manchester.ac.uk
