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Conditional anomaly detection

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Music generation

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Planetary remote sensing

Planetary remote sensing missions are critical to advance our knowledge of extraterrestrial systems. We are collaborating with the European Space Agency (ESA) within the MARS Express mission, with the goal to map the presence of liquid water beneath the Martian surface. We exploit eXplainable Artificial Intelligence in order to predict the quality of signals acquired by the MARSIS radar.

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Human brain 3D reconstruction

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Legal document analysis

Natural language processing techniques, including recent large language models, can be used to detect important clauses in legal documents such as Terms of Service or Privacy Policies.
The CLAUDETTE system can automatically scan online Terms of Service and detect potentially unfair clauses for the consumer according to the European Consumer Law.

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LLMs for clinical questionnaire filling

Many retrospective studies in medicine are performed by filling clinical questionnaires with respect to the clinical records of a cohort of patients. The use of large language models can bring this kind of experimental evaluation on a different scale, by automatically filling this kind of questionnaires in a few-shot or even zero-shot setting, greatly reducing the effort of clinicians.

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Document AI

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