2 天之前 · As a step toward this goal, we propose an evaluation methodology grounded in explicit error analysis, based on the Multidimensional Quality Metrics (MQM) framework.

As of July 2021, MQM 2.0 is under development. Some components, such as the error typology, are mostly stable and widely implemented. Others are under active development and subject to change. Development is ongoing in the ASTM WK46396 committee and will contribute to the resulting standard.

Program The M ster Description 2021 Employment of Science in Quantitative Management (MQM): Business Analytics program at Duke University’s Fuqua School of Business is an intensive 10-month degree that provides a foundation in data analytics, with a focus on specific issues in one of four industry domains.

2021年12月17日 · Our main contributions are: A proposal for a standard MQM scoring scheme appropriate for broad-coverage MT. Release of a large-scale human evaluation corpus for 2 methodologies (MQM and pSQM) with annotations for over 100k HT and high-quality-MT segments in two language pairs (EnDe and ZhEn) from WMT 2020.

2021年4月29日 · We carry out the largest MQM research study to date, scoring the outputs of top systems from the WMT 2020 shared task in two language pairs using annotations provided by professional translators with access to full document context.

Expert-based Human Evaluations for the Submissions of WMT 2020, WMT 2021, WMT 2022 and WMT 2023. The contents of this repository are not an official Google product.

2025年3月23日 · In this paper, we present the joint contribution of Unbabel and IST to the WMT 2021 Metrics Shared Task. With this year’s focus on Multidimensional Quality Metric (MQM) as the ground-truth human assessment, our aim was to …

The MQM-Full Master spreadsheet provides: A complete overview of all seven high-level dimensions plus related error sub-types, including all sub-types not included in MQM-Core; …

An updated MQM Core is now available at https://themqm.info/typology/. IT contains a subset of MQM recommended for general usage and is substantially the same as a proposed update to the TAUS Dynamic Quality Framework subset of MQM (DQF-MQM).

2021年10月19日 · An update to the MQM Core is now available at https://themqm.info/typology/. Please see https://www.w3.org/community/mqmcg/updated-mqm-core-posted/ for more details.