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README.md

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+# NLU Evaluation Data - English and German
+This contains a labeled multi-domain dataset (21 domains, English and German) with 25K user utterances for human-robot interaction.
+
+This dataset is collected and annotated for evaluating NLU services and platforms.
+The detailed paper on this dataset can be found at arXiv.org:
+[Benchmarking Natural Language Understanding Services for building Conversational Agents](https://arxiv.org/abs/1903.05566)
+
+The dataset builds on the annotated data of the [xliuhw/NLU-Evaluation-Data](https://github.com/xliuhw/NLU-Evaluation-Data)
+repository. We have added an additional column (`answer_de`)
+by translating the texts in column `answer` into German.
+The translation was made with [DeepL](https://www.deepl.com/translator).
+
+## Copyright
+Copyright (c) the authors of [xliuhw/NLU-Evaluation-Data](https://github.com/xliuhw/NLU-Evaluation-Data)/
+Copyright (c) 2022 Philip May
+
+All data is released under the
+[Creative Commons Attribution 4.0 International License (CC BY 4.0)](http://creativecommons.org/licenses/by/4.0/).