Papers by Sepideh Ghanavati
Populating Legal Ontologies using Semantic Role Labeling (2020.lrec-1)
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Llio Humphreys, Guido Boella, Luigi Di Caro, Livio Robaldo, Leon van der Torre, Sepideh Ghanavati, Robert Muthuri
| Challenge: | This paper is concerned with the ‘resource consumption bottleneck’ of creating semantic technologies manually. |
| Approach: | They propose to combine general-purpose NLP modules with pre- and post-processing using rules based on domain knowledge to solve the acquisition paradox. |
| Outcome: | The proposed system extracts norms from legislation and represents them as structured norms in legal ontologies. |
Privacy-Preserving Natural Language Processing (2023.eacl-tutorials)
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| Challenge: | This tutorial will help the NLP community to get familiar with current research in privacy-preserving methods. |
| Approach: | This tutorial will help the NLP community to get familiar with current research in privacy-preserving methods. |
| Outcome: | The tutorial will cover membership inference, differential privacy, homomorphic encryption, or federated learning, all with typical use-cases and potential pitfalls. |