Jacopo Staiano

To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs

2021 · arXiv (Cornell University)

Due to the discrete nature of words, language GANs require to be optimized from rewards provided by discriminator networks, via reinforcement learning methods. This is a much harder setting than for continuous tasks, which enjoy …

Answers Unite! Unsupervised Metrics for Reinforced Summarization Models

2019

Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.