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Research Opportunities

Artificial Intelligence; Information Extraction

[Closed]

Work description

The training area of the scholarship is Artificial Intelligence, with a focus on the field of multi-modal information extraction from documents. In particular, a central component of the work will be the identification and characterisation of models with potential application in this field, and the development of a benchmark for the automatic and objective evaluation of these models. Specifically, the main activities to be carried out by the scholarship holder are: - Systematically researching, analysing and characterising models with applicability to the problem of information extraction, with a focus on multi-modal models; - Creating a diverse documentary database, and the corresponding manual extraction and structured storage of relevant information, in order to create a benchmark for the objective and automatic evaluation of models; - Collaborating in the implementation of a pipeline for the extraction of documentary information, with the respective performance evaluation, in accordance with the benchmark defined in the previous point; - Collaborating in the writing of technical-scientific documents and the writing of the scholarship activity report.

Academic Qualifications

-A student studying computer engineering, information systems or a related area;

Preference factors

- Experience in using machine learning and/or data analysis tools and techniques, particularly for extracting information; - Experience in developing decision support systems.

Application Period

Since 12 Dec 2024 to 26 Dec 2024

[Closed]

Centre

Enterprise Systems Engineering

Scientific Advisor

Davide Rua Carneiro