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Researcher profile

Roman Grundkiewicz

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Error Span Annotation: A Balanced Approach for Human Evaluation of Machine Translation

    2024 · arXiv (Cornell University)

    High-quality Machine Translation (MT) evaluation relies heavily on human judgments. Comprehensive error classification methods, such as Multidimensional Quality Metrics (MQM), are expensive as they are time-consuming and can only be done by experts, whose availability …

  2. Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data

    2019

    Considerable effort has been made to address the data sparsity problem in neural grammatical error correction. In this work, we propose a simple and surprisingly effective unsupervised synthetic error generation method based on confusion sets …