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Cross-Lingual NER datasets

archive 2025-07-28

9 datasets carry the task tag "Cross-Lingual NER" (the task itself: Cross-Lingual NER), ordered by the archive's paper count. Page 1 of 1: 9 shown of 9. 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 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Cross-Lingual NER 9

Cross-Lingual NER datasets 1–9 of 9

CoNLL 2003
CoNLL-2003 is a named entity recognition dataset released as a part of CoNLL-2003 shared task: language-independent named entity recognition.
TextsNamed Entity Recognition (NER)Information RetrievalCross-Lingual NERUIEToken ClassificationNamed Entity Recognition+9 tasks
755 papers · 6 benchmarks
CoNLL
The CoNLL dataset is a widely used resource in the field of natural language processing (NLP).
Named Entity Recognition (NER)Relation ExtractionCross-Lingual TransferCross-Lingual NEREntity LinkingDependency Parsing+23 tasks
187 papers · 35 benchmarks
WikiANN (PAN-X)
WikiANN, also known as PAN-X, is a multilingual named entity recognition dataset.
Named Entity Recognition (NER)Cross-Lingual TransferCross-Lingual NERUIEToken ClassificationNamed Entity Recognition+1 tasks
72 papers · 4 benchmarks
MasakhaNER
MasakhaNER is a collection of Named Entity Recognition (NER) datasets for 10 different African languages.
TextsNamed Entity Recognition (NER)Cross-Lingual NERNamed Entity Recognition
56 papers · 1 benchmark
MSRA CN NER (MSRA CN NER Dataset)
Simplified Chinese dataset for NER in The Third International Chinese Language Processing Bakeoff (2006), provided by Microsoft Research Asia (MSRA).
TextsCross-Lingual NERChinese Named Entity RecognitionChinese Word SegmentationNER
23 papers · 3 benchmarks
XGLUE
XGLUE is an evaluation benchmark XGLUE,which is composed of 11 tasks that span 19 languages.
TextsNatural Language InferenceCross-Lingual NERPart-Of-Speech TaggingNatural Language UnderstandingCross-Lingual Natural Language InferenceFew-shot NER+1 tasks
22 papers · 2 benchmarks
WikiNEuRal
WikiNEuRal is a high-quality automatically-generated dataset for Multilingual Named Entity Recognition.
TextsNamed Entity Recognition (NER)Cross-Lingual TransferCross-Lingual NERToken ClassificationWord EmbeddingsMultilingual Named Entity Recognition
6 papers · 0 benchmarks
Europeana Newspapers
Europeana Newspapers consists of four datasets with 100 pages each for the languages Dutch, French, German (including Austrian) as part of the Europeana Newspapers project is expected to contribute to the further development and…
Named Entity Recognition (NER)Meta-LearningCross-Lingual NER
5 papers · 0 benchmarks
UNER v1 (Universal NER v1)
UNER v1 adds an NER annotation layer to 18 datasets (primarily treebanks from UD) and covers 12 geneologically and ty- pologically diverse languages: Cebuano, Danish, German, English, Croatian, Portuguese, Russian, Slovak, Serbian,…
TextsNamed Entity Recognition (NER)Cross-Lingual NERMultilingual Named Entity Recognition
1 paper · 31 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.