Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"multilingual model"”.
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Unsupervised multilingual learning
… this thesis, we present a class of probabilistic models that exploit these links as a form of naturally occurring supervision. These models allow us to substantially improve performance for core text processing tasks, such as morphological segmentation, part-of-speech tagging, and syntactic …
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Grammatical analysis of Maltese text
… both a mono-lingual perspective as well as a multilingual perspective. Maltese is also a low-resource language, with minimal human-annotated data in grammatical inference. A neural approach is used to train a series of models that are able to take a Maltese word as input and produce its …
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Efficient and Composable Adaptation for Cross-Lingual Transfer
… state-of-the-art pre-trained language models. The modular properties of some PEFT techniques, such as reusability, composability and resistance to overfitting, lend them to applications in cross-lingual transfer, where data from "high-resource" source language(s) is employed to improve …
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Pathos: Enhancing Emotion Detection in Italian and Beyond with a Web-Based Solution [Pathos: miglioramento del riconoscimento delle emozioni in italiano e in contesti multilingue, tramite un'interfaccia web dedicata]
… sviluppo, la valutazione e l'applicazione di un modello di intelligenza artificiale specializzato nel riconoscimento delle emozioni, con un focus particolare sulla lingua italiana e un'estensione a contesti multilingue. Dopo aver contestualizzato l'evoluzione dell'analisi del sentiment e del …