Search Results for author: Parisa Rastin

Found 4 papers, 2 papers with code

Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites

no code implementations20 Oct 2023 Victor Hoffmann, Ilias Nahmed, Parisa Rastin, Guénaël Cabanes, Julien Boisse

The increased adoption of reinforced polymer (RP) composite materials, driven by eco-design standards, calls for a fine balance between lightness, stiffness, and effective vibration control.

Multilingual Clinical NER: Translation or Cross-lingual Transfer?

no code implementations7 Jun 2023 Xavier Fontaine, Félix Gaschi, Parisa Rastin, Yannick Toussaint

However, other methods leveraging translation models can be used to perform NER without annotated data in the target language, by either translating the training set or test set.

Cross-Lingual Transfer named-entity-recognition +3

Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers

1 code implementation5 Jun 2023 Félix Gaschi, Patricio Cerda, Parisa Rastin, Yannick Toussaint

Namely, we find that realignment works better on tasks for which alignment is correlated with cross-lingual transfer when generalizing to a distant language and with smaller models, as well as when using a bilingual dictionary rather than FastAlign to extract realignment pairs.

Cross-Lingual Transfer POS +2

Multilingual Transformer Encoders: a Word-Level Task-Agnostic Evaluation

1 code implementation19 Jul 2022 Félix Gaschi, François Plesse, Parisa Rastin, Yannick Toussaint

Some Transformer-based models can perform cross-lingual transfer learning: those models can be trained on a specific task in one language and give relatively good results on the same task in another language, despite having been pre-trained on monolingual tasks only.

Cross-Lingual Transfer Transfer Learning

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