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Research Opportunities
Inteligência Artificial, Machine Learning
Work description
The training area of the scholarship is Artificial Intelligence, with a focus on Machine Learning, and in particular the development of datasets, evaluation benchmarks and fine-tuning of models for specific tasks / domains.
The area of application of the grant holder’s contributions will be industry. It is therefore hoped that this scholarship will contribute to the adoption of language models and/or multi-modal models by industry, especially in specific, high-value tasks that may not be covered by proprietary, pay-as-you-go models.
Specifically, the main activities to be carried out by the grant holder are:
Identifying and characterising typical, high-value tasks in industry that could benefit from integration with Generative AI models (e.g. text, vision, multi-modal). Creation of synthetic datasets and/or acquisition of real datasets for model fine-tuning. Generation of domain- and/or task-specific evaluation benchmarks for the tasks
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