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Researcher profile

Ian Berlot-Attwell

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP

    2020 · arXiv (Cornell University)

    Clinical machine learning is increasingly multimodal, collected in both structured tabular formats and unstructured forms such as freetext. We propose a novel task of exploring fairness on a multimodal clinical dataset, adopting equalized odds for …

  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 …