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cs.LG2024
Enhancing Model Fairness and Accuracy with Similarity Networks: A Methodological Approach
Samira Maghool, Paolo Ceravolo
In this paper, we propose an innovative approach to thoroughly explore dataset features that introduce bias in downstream machine-learning tasks. Depending on the data format, we u…
cs.CL2024
Are Large Language Models the New Interface for Data Pipelines?
Sylvio Barbon Junior, Paolo Ceravolo, Sven Groppe +5
A Language Model is a term that encompasses various types of models designed to understand and generate human communication. Large Language Models (LLMs) have gained significant at…