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German datasets
archive 2025-07-28199 datasets carry the language tag "German", ordered by the archive's paper count. Page 1 of 5: 48 shown of 199. Facet routes are this site's own (the archive records the tag string, not a page).
The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.
Filter 50 language tags shown of 367, by dataset count; the full filter by modality, task and language is on /datasets
All 12,172
English 3,998Chinese 460German 199French 190Spanish 156Russian 143Japanese 111Arabic 109Italian 98Portuguese 93Hindi 81Vietnamese 71Korean 68Bengali 66Turkish 63Persian 60Dutch 51Tamil 49Indonesian 44Polish 44Czech 41Danish 35Finnish 35Telugu 35Romanian 34Urdu 34Thai 33Marathi 31Hungarian 29Multilingual 29Swedish 29Greek 26Gujarati 26Hebrew 25Mandarin Chinese 25Estonian 24Malayalam 23Ukrainian 23Bulgarian 22Basque 21Kannada 19Punjabi 19Catalan 18Croatian 18Slovak 18Swahili 18Lithuanian 17Latvian 16Norwegian 16Serbian 16
German datasets 1–48 of 199
The WikiText language modeling dataset is a collection of over 100 million tokens extracted from the set of verified Good and Featured articles on Wikipedia.
1,081 papers · 1 benchmark
CoNLL-2003 is a named entity recognition dataset released as a part of CoNLL-2003 shared task: language-independent named entity recognition.
755 papers · 6 benchmarks
The Universal Dependencies (UD) project seeks to develop cross-linguistically consistent treebank annotation of morphology and syntax for multiple languages.
520 papers · 5 benchmarks
Common Voice is an audio dataset that consists of a unique MP3 and corresponding text file.
449 papers · 143 benchmarks
XNLI (Cross-lingual Natural Language Inference)
The Cross-lingual Natural Language Inference (XNLI) corpus is the extension of the Multi-Genre NLI (MultiNLI) corpus to 15 languages.
349 papers · 7 benchmarks
MuST-C currently represents the largest publicly available multilingual corpus (one-to-many) for speech translation.
216 papers · 2 benchmarks
XQuAD (Cross-lingual Question Answering Dataset) is a benchmark dataset for evaluating cross-lingual question answering performance.
190 papers · 1 benchmark
WMT 2016 is a collection of datasets used in shared tasks of the First Conference on Machine Translation.
178 papers · 16 benchmarks
PAWS-X contains 23,659 human translated PAWS evaluation pairs and 296,406 machine translated training pairs in six typologically distinct languages: French, Spanish, German, Chinese, Japanese, and Korean.
172 papers · 0 benchmarks
MLQA (MultiLingual Question Answering)
MLQA (MultiLingual Question Answering) is a benchmark dataset for evaluating cross-lingual question answering performance.
167 papers · 1 benchmark
Europarl (European Parliament Proceedings Parallel Corpus)
A corpus of parallel text in 21 European languages from the proceedings of the European Parliament.
128 papers · 1 benchmark
The Microsoft Academic Graph is a heterogeneous graph containing scientific publication records, citation relationships between those publications, as well as authors, institutions, journals, conferences, and fields of study.
124 papers · 0 benchmarks
This corpus comprises of monolingual data for 100+ languages and also includes data for romanized languages.
115 papers · 0 benchmarks
MGSM (Multilingual Grade School Math)
Multilingual Grade School Math Benchmark (MGSM) is a benchmark of grade-school math problems.
107 papers · 1 benchmark
WikiMatrix is a dataset of parallel sentences in the textual content of Wikipedia for all possible language pairs.
91 papers · 0 benchmarks
WikiANN (PAN-X)
WikiANN, also known as PAN-X, is a multilingual named entity recognition dataset.
72 papers · 4 benchmarks
The shared task of CoNLL-2002 concerns language-independent named entity recognition.
70 papers · 3 benchmarks
CoVoST2 (Common Voice Speech-To-Text 2)
End-to-end speech-to-text translation (ST) has recently witnessed an increased interest given its system simplicity, lower inference latency and less compounding errors compared to cascaded ST (i.e.
66 papers · 0 benchmarks
OSCAR or Open Super-large Crawled ALMAnaCH coRpus is a huge multilingual corpus obtained by language classification and filtering of the Common Crawl corpus using the goclassy architecture.
64 papers · 0 benchmarks
CELEX database comprises three different searchable lexical databases, Dutch, English and German.
59 papers · 0 benchmarks
CCNet is a dataset extracted from Common Crawl with a different filtering process than for OSCAR.
58 papers · 0 benchmarks
Europarl-ST is a multilingual Spoken Language Translation corpus containing paired audio-text samples for SLT from and into 9 European languages, for a total of 72 different translation directions.
57 papers · 0 benchmarks
MLDoc (Multilingual Document Classification Corpus)
Multilingual Document Classification Corpus (MLDoc) is a cross-lingual document classification dataset covering English, German, French, Spanish, Italian, Russian, Japanese and Chinese.
53 papers · 8 benchmarks
WikiLingua includes ~770k article and summary pairs in 18 languages from WikiHow.
52 papers · 1 benchmark
MKQA (Multilingual Knowledge Questions and Answers)
Multilingual Knowledge Questions and Answers (MKQA) is an open-domain question answering evaluation set comprising 10k question-answer pairs aligned across 26 typologically diverse languages (260k question-answer pairs in total).
49 papers · 0 benchmarks
MLSUM (MultiLingual SUMmarization)
A large-scale MultiLingual SUMmarization dataset.
45 papers · 4 benchmarks
AVSpeech is a large-scale audio-visual dataset comprising speech clips with no interfering background signals.
42 papers · 0 benchmarks
BUCC (Building and Using Comparable Corpora)
The BUCC mining task is a shared task on parallel sentence extraction from two monolingual corpora with a subset of them assumed to be parallel, and that has been available since 2016.
42 papers · 4 benchmarks
CoVoST is a large-scale multilingual speech-to-text translation corpus.
34 papers · 0 benchmarks
WMT 2020 is a collection of datasets used in shared tasks of the Fifth Conference on Machine Translation.
33 papers · 0 benchmarks
IGLUE (Image-Grounded Language Understanding Evaluation)
The Image-Grounded Language Understanding Evaluation (IGLUE) benchmark brings together—by both aggregating pre-existing datasets and creating new ones—visual question answering, cross-modal retrieval, grounded reasoning, and grounded…
31 papers · 0 benchmarks
XM 3600 (Crossmodal 3600)
Research in massively multilingual image captioning has been severely hampered by a lack of high-quality evaluation datasets.
28 papers · 0 benchmarks
CVSS is a massively multilingual-to-English speech to speech translation (S2ST) corpus, covering sentence-level parallel S2ST pairs from 21 languages into English.
26 papers · 1 benchmark
OASST1 (OpenAssistant Conversations Dataset)
license: apache-2.0 tags: human-feedback sizecategories: 100K Languages with under 1000 messages Vietnamese: 952 Basque: 947 Polish: 886 Hungarian: 811 Arabic: 666 Dutch: 628 Swedish: 512 Turkish: 454 Finnish: 386 Czech: 372 Danish: 358…
25 papers · 0 benchmarks
The signing is recorded by a stationary color camera placed in front of the sign language interpreters.
25 papers · 1 benchmark
WMT 2016 News (WMT 2016 News Translation Task)
News translation is a recurring WMT task.
24 papers · 0 benchmarks
XGLUE is an evaluation benchmark XGLUE,which is composed of 11 tasks that span 19 languages.
22 papers · 2 benchmarks
We introduce an object detection dataset in challenging adverse weather conditions covering 12000 samples in real-world driving scenes and 1500 samples in controlled weather conditions within a fog chamber.
20 papers · 2 benchmarks
MINTAKA is a complex, natural, and multilingual dataset designed for experimenting with end-to-end question-answering models.
20 papers · 0 benchmarks
MLQE-PE (Multilingual Quality Estimation and Automatic Post-editing Dataset)
The Multilingual Quality Estimation and Automatic Post-editing (MLQE-PE) Dataset is a dataset for Machine Translation (MT) Quality Estimation (QE) and Automatic Post-Editing (APE).
20 papers · 0 benchmarks
XFUND (A Multilingual Form Understanding Benchmark)
XFUND is a multilingual form understanding benchmark dataset that includes human-labeled forms with key-value pairs in 7 languages (Chinese, Japanese, Spanish, French, Italian, German, Portuguese).
20 papers · 0 benchmarks
xSID (Cross-lingual Slot and Intent Detection)
xSID, a new evaluation benchmark for cross-lingual (X) Slot and Intent Detection in 13 languages from 6 language families, including a very low-resource dialect, covering Arabic (ar), Chinese (zh), Danish (da), Dutch (nl), English (en),…
18 papers · 0 benchmarks
A publicly available dataset with 242k labeled sections in English and German from two distinct domains: diseases and cities.
17 papers · 0 benchmarks
TextComplexityDE is a dataset consisting of 1000 sentences in German language taken from 23 Wikipedia articles in 3 different article-genres to be used for developing text-complexity predictor models and automatic text simplification in…
16 papers · 1 benchmark
X-FACT is a large publicly available multilingual dataset for factual verification of naturally existing real-world claims.
16 papers · 0 benchmarks
Opusparcus is a paraphrase corpus for six European languages: German, English, Finnish, French, Russian, and Swedish.
15 papers · 0 benchmarks
Multilingual Reuters (Multilingual Reuters Collection)
The Multilingual Reuters Collection dataset comprises over 11,000 articles from six classes in five languages, i.e., English (E), French (F), German (G), Italian (I), and Spanish (S).
13 papers · 0 benchmarks
MultiEURLEX is a multilingual dataset for topic classification of legal documents.
11 papers · 0 benchmarks
Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.