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["Neun Kinder sterben jedes Jahr im Straßenverkehr Familienministerium und Kuratorium für Verkehrs(...TRUNCATED) | ["Panorama","Inland","International","Wirtschaft","Panorama","Panorama","Inland","Web","Wissenschaft(...TRUNCATED) |
["Durchwachsene Leistung: (K)eine Ausredensuche bei Rapid Verärgerter Barisic nennt die Gründe, wa(...TRUNCATED) | ["Sport","Panorama","International","Inland","Sport","Etat","Web","International","Panorama","Wirtsc(...TRUNCATED) |
["Angolas Filmpiraten verstecken Files in Wikipedia-Artikeln Kostenlose Angebote für Entwicklungsl(...TRUNCATED) | ["Web","Wirtschaft","Sport","Web","International","International","Inland","Etat","International","W(...TRUNCATED) |
["Ibrahimovic mit PSG in London gefordert Franzosen verteidigen 2:1-Führung – Kritische Stimmen z(...TRUNCATED) | ["Sport","Sport","Sport","Wirtschaft","Inland","Wissenschaft","Kultur","International","Wirtschaft",(...TRUNCATED) |
["Mindestens 22 Tote bei Angriffen von Al-Shabaab in Somalia Anrainer berichteten von mehrstündigen(...TRUNCATED) | ["International","International","Wirtschaft","Wirtschaft","Web","Wirtschaft","Web","Kultur","Kultur(...TRUNCATED) |
["Sterbehilfeverein \"Letzte Hilfe\" zu Recht verboten Holzinger: Verbot der Beihilfe zum Selbstmord(...TRUNCATED) | ["Inland","Panorama","Wissenschaft","Sport","International","Wissenschaft","Etat","Wirtschaft","Web"(...TRUNCATED) |
["OMV meldet Kauf von 66 Hofer-Tankstellen bei Wettbewerbshütern an Deal bereits im Dezember bekann(...TRUNCATED) | ["Wirtschaft","International","Web","Panorama","Sport","Panorama","Etat","Sport","Sport","Wirtschaft(...TRUNCATED) |
["Gouverneur Walker steigt in US-Wahlkampf ein Republikaner aus Wisconsin reicht Papiere bei Wahlbeh(...TRUNCATED) | ["International","Kultur","Wirtschaft","Wirtschaft","Inland","Wirtschaft","Inland","Panorama","Panor(...TRUNCATED) |
["Markenschutz für Lego-Spielzeugfigur bleibt Eine Klage des britischen Konkurrenten Best-Lock wurd(...TRUNCATED) | ["Wirtschaft","Sport","Etat","Wirtschaft","Inland","Web","Wirtschaft","Web","Etat","International","(...TRUNCATED) |
["Erdogan will \"Flüchtlingsstadt\" in Nordsyrien bauen Sie könnte eine Fläche von 4.500 Quadratk(...TRUNCATED) | ["Panorama","Wirtschaft","Wirtschaft","Etat","Inland","Panorama","Web","Web","International","Intern(...TRUNCATED) |
This dataset can be used as a benchmark for clustering word embeddings for German.
The datasets contains news article titles and is based on the dataset of the One Million Posts Corpus and 10kGNAD. It contains 10'275 unique samples, 10 splits with 1'436 to 9'962 samples and 9 unique classes. Splits are built similarly to MTEB's TwentyNewsgroupsClustering.
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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