Search Results for author: Piero Esposito

Found 2 papers, 0 papers with code

Mitigating stereotypical biases in text to image generative systems

no code implementations10 Oct 2023 Piero Esposito, Parmida Atighehchian, Anastasis Germanidis, Deepti Ghadiyaram

In this work, we propose a method to mitigate such biases and ensure that the outcomes are fair across different groups of people.

Fairness

Cabrita: closing the gap for foreign languages

no code implementations23 Aug 2023 Celio Larcher, Marcos Piau, Paulo Finardi, Pedro Gengo, Piero Esposito, Vinicius Caridá

The main solution to overcome the cost challenge is to rely on available pre-trained models, which, despite recent advancements such as the LLaMA and LLaMA-2 models, still demonstrate inefficiency for certain specific domain problems or prove ineffective in scenarios involving conversational memory resources, given the large number of tokens required to represent text.

Few-Shot Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.