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- W2022023476 abstract "Abstract “Qualitative” is a python toolkit for ranking and selection of sentence-level output by different MT systems using Quality Estimation. The toolkit implements a basic pipeline for annotating the given sentences with black-box features. Consequently, it applies a machine learning mechanism in order to rank data based on models pre-trained on human preferences. The preprocessing pipeline includes support for language models, PCFG parsing, language checking tools and various other pre-processors and feature generators. The code follows the principles of object-oriented programming to allow modularity and extensibility. The tool can operate by processing both batch-files and single sentences. An XML-RPC interface is provided for hooking up with web-services and a graphical animated web-based interface demonstrates its potential on-line use." @default.
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- W2022023476 date "2014-09-11" @default.
- W2022023476 modified "2023-09-27" @default.
- W2022023476 title "Qualitative: Open Source Python Tool for Quality Estimation over Multiple Machine Translation Outputs" @default.
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