sentences
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["Cola im Klo macht Putzfrau froh","Das Taschenbuch der Ottifanten","Der Coach","Krieg der Klone","O(...TRUNCATED) | ["Sachbuch","Literatur & Unterhaltung","Literatur & Unterhaltung","Literatur & Unterhaltung","Ratgeb(...TRUNCATED) |
["Benedikt XVI.","Familie Keck - Das wäre ja gelacht!","Jugendliche nach der Konfirmation","Franken(...TRUNCATED) | ["Sachbuch","Kinderbuch & Jugendbuch","Glaube & Ethik","Literatur & Unterhaltung","Kinderbuch & Juge(...TRUNCATED) |
["Passion. Leidenschaftlich verliebt","Königsklingen","Shibumi","Ilias","Ferne Verwandte","Landgeri(...TRUNCATED) | ["Literatur & Unterhaltung","Literatur & Unterhaltung","Literatur & Unterhaltung","Literatur & Unter(...TRUNCATED) |
["Boston","Teufelshatz","Die Papiermacherin","Die Liebe zur Freiheit hat uns hierher geführt","Drac(...TRUNCATED) | ["Literatur & Unterhaltung","Literatur & Unterhaltung","Literatur & Unterhaltung","Literatur & Unter(...TRUNCATED) |
["Welttagsedition 2017 - Pferdegeschichten","Reise in die Nacht","Flavia de Luce 6 - Tote Vögel sin(...TRUNCATED) | ["Kinderbuch & Jugendbuch","Literatur & Unterhaltung","Literatur & Unterhaltung","Glaube & Ethik","G(...TRUNCATED) |
["Das Verbrechen","Sophiechen und der Riese","Die Welt bleibt klein, und unsere Bedürfnisse sind gr(...TRUNCATED) | ["Sachbuch","Kinderbuch & Jugendbuch","Sachbuch","Ratgeber","Kinderbuch & Jugendbuch","Kinderbuch & (...TRUNCATED) |
["Born to Cook","Über Amerikaner","Gottes bedürfen ist des Menschen Vollkommenheit","Chakra Praxis(...TRUNCATED) | ["Ratgeber","Sachbuch","Glaube & Ethik","Ganzheitliches Bewusstsein","Literatur & Unterhaltung","Lit(...TRUNCATED) |
["Hilft auch bei Liebeskummer","Drei Könige","Sie kamen nach Bagdad","Die Schwebebahn","Die O'Haras(...TRUNCATED) | ["Literatur & Unterhaltung","Literatur & Unterhaltung","Literatur & Unterhaltung","Literatur & Unter(...TRUNCATED) |
["MAK GUIDE WIEN 1900 - Design/Kunstgewerbe 1890–1938","Das Loch","Der zauberhafte Sauerteig der L(...TRUNCATED) | ["Künste","Literatur & Unterhaltung","Literatur & Unterhaltung","Kinderbuch & Jugendbuch","Glaube &(...TRUNCATED) |
["Höhenrausch","Themenrätsel Die 60er Jahre","Einschlafzauber","Heat - Alex Cross 15","Demenz","Re(...TRUNCATED) | ["Sachbuch","Ratgeber","Ratgeber","Literatur & Unterhaltung","Sachbuch","Sachbuch","Ratgeber","Ratge(...TRUNCATED) |
End of preview. Expand
in Dataset Viewer.
This dataset can be used as a benchmark for clustering word embeddings for German.
The datasets contains book titles and is based on the dataset from the GermEval 2019 Shared Task on Hierarchical Classification of Blurbs. It contains 17'726 unqiue samples, 28 splits with 177 to 16'425 samples and 4 to 93 unique classes. Splits are built similarly to MTEB's ArxivClusteringS2S.
Have a look at German Text Embedding Clustering Benchmark (Github, Paper) for more infos, datasets and evaluation results.
If you use this dataset in your work, please cite the following paper:
@inproceedings{wehrli-etal-2023-german,
title = "{G}erman Text Embedding Clustering Benchmark",
author = "Wehrli, Silvan and
Arnrich, Bert and
Irrgang, Christopher",
editor = "Georges, Munir and
Herygers, Aaricia and
Friedrich, Annemarie and
Roth, Benjamin",
booktitle = "Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023)",
month = sep,
year = "2023",
address = "Ingolstadt, Germany",
publisher = "Association for Computational Lingustics",
url = "https://aclanthology.org/2023.konvens-main.20",
pages = "187--201",
}
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