TY - JOUR AU - Bernagozzi, Mariana AU - Srivastava, Biplav AU - Rossi, Francesca AU - Usmani, Sheema PY - 2021/05/18 Y2 - 2024/03/29 TI - VEGA: a Virtual Environment for Exploring Gender Bias vs. Accuracy Trade-offs in AI Translation Services JF - Proceedings of the AAAI Conference on Artificial Intelligence JA - AAAI VL - 35 IS - 18 SE - AAAI Demonstration Track DO - 10.1609/aaai.v35i18.17991 UR - https://ojs.aaai.org/index.php/AAAI/article/view/17991 SP - 15994-15996 AB - Machine translation services are a very popular class of Artificial Intelligence (AI) services nowadays but public's trust in these services is not guaranteed since they have been shown to have issues like bias. In this work, we focus on the behavior of machine translators with respect to gender bias as well as their accuracy. We have created the first-of-its-kind virtual environment, called VEGA, where the user can interactively explore translation services and compare their trust ratings using different visuals. ER -