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pro vyhledávání: '"Bratières, Sébastien"'
Autor:
Verdini, Francesco, Melucci, Pierfrancesco, Perna, Stefano, Cariaggi, Francesco, Gaido, Marco, Papi, Sara, Mazurek, Szymon, Kasztelnik, Marek, Bentivogli, Luisa, Bratières, Sébastien, Merialdo, Paolo, Scardapane, Simone
The remarkable performance achieved by Large Language Models (LLM) has driven research efforts to leverage them for a wide range of tasks and input modalities. In speech-to-text (S2T) tasks, the emerging solution consists of projecting the output of
Externí odkaz:
http://arxiv.org/abs/2409.17044
Autor:
Miranda, Michele, Ruzzetti, Elena Sofia, Santilli, Andrea, Zanzotto, Fabio Massimo, Bratières, Sébastien, Rodolà, Emanuele
Large Language Models (LLMs) represent a significant advancement in artificial intelligence, finding applications across various domains. However, their reliance on massive internet-sourced datasets for training brings notable privacy issues, which a
Externí odkaz:
http://arxiv.org/abs/2408.05212
Autor:
Gunduz, Ahmet, Yuksel, Kamer Ali, Darwish, Kareem, Javadi, Golara, Minazzi, Fabio, Sobieski, Nicola, Bratieres, Sebastien
Data availability is crucial for advancing artificial intelligence applications, including voice-based technologies. As content creation, particularly in social media, experiences increasing demand, translation and text-to-speech (TTS) technologies h
Externí odkaz:
http://arxiv.org/abs/2402.16380
Autor:
Miccheli, Marco, Leban, Andrej, Tacchella, Andrea, Zaccaria, Andrea, Mazzilli, Dario, Bratières, Sébastien
Translation Quality Assessment (TQA) is a process conducted by human translators and is widely used, both for estimating the performance of (increasingly used) Machine Translation, and for finding an agreement between translation providers and their
Externí odkaz:
http://arxiv.org/abs/2203.07135
Autor:
Bratières, Sébastien
Structured output prediction is a machine learning tasks in which an input object is not just assigned a single class, as in classification, but multiple, interdependent labels. This means that the presence or value of a given label affects the other
Externí odkaz:
https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.744725
We introduce a conceptually novel structured prediction model, GPstruct, which is kernelized, non-parametric and Bayesian, by design. We motivate the model with respect to existing approaches, among others, conditional random fields (CRFs), maximum m
Externí odkaz:
http://arxiv.org/abs/1307.3846
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