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Browsing Congressos (Departament de Traducció i Ciències del Llenguatge) by Author "Franzon, Francesca"

Browsing Congressos (Departament de Traducció i Ciències del Llenguatge) by Author "Franzon, Francesca"

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  • Dessì, Roberto; Gualdoni, Eleonora; Franzon, Francesca; Boleda, Gemma; Baroni, Marco (ACL (Association for Computational Linguistics), 2022)
    We compare the 0-shot performance of a neural caption-based image retriever when given as input either human-produced captions or captions generated by a neural captioner. We conduct this comparison on the recently ...
  • Dessì, Roberto; Bevilacqua, Michele; Gualdoni, Eleonora; Rakotonirina, Nathanael Carraz; Franzon, Francesca; Baroni, Marco (Institute of Electrical and Electronics Engineers (IEEE), 2023)
    Neural captioners are typically trained to mimic humangenerated references without optimizing for any specific communication goal, leading to problems such as the generation of vague captions. In this paper, we show ...
  • Mahaut, Matéo; Franzon, Francesca; Dessì, Roberto; Baroni, Marco (International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2023-07-31)
    As large pre-trained image-processing neural networks are being embedded in autonomous agents such as self-driving cars or robots, the question arises of how such systems can communicate with each other about the ...
  • Kervadec, Corentin; Franzon, Francesca; Baroni, Marco (ACL (Association for Computational Linguistics), 2023)
    Language model prompt optimization research has shown that semantically and grammatically well-formed manually crafted prompts are routinely outperformed by automatically generated token sequences with no apparent meaning ...

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