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Researcher profile

Paul-Alexis Dray

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. 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 …

  2. NL-Augmenter 🦎 → 🐍 A Framework for Task-Sensitive Natural Language Augmentation

    2023 · Northern European Journal of Language Technology

    Data augmentation is an important method for evaluating the robustness of and enhancing the diversity of training data for natural language processing (NLP) models. In this paper, we present NL-Augmenter, a new participatory Python-based natural …