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Part-Of-Speech Tagging datasets

archive 2025-07-28

26 datasets carry the task tag "Part-Of-Speech Tagging" (the task itself: Part-Of-Speech Tagging), ordered by the archive's paper count. Page 1 of 1: 26 shown of 26. 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 52Part-Of-Speech Tagging 26

Part-Of-Speech Tagging datasets 1–26 of 26

Penn Treebank
The English Penn Treebank (PTB) corpus, and in particular the section of the corpus corresponding to the articles of Wall Street Journal (WSJ), is one of the most known and used corpus for the evaluation of models for sequence labelling.
TextsLanguage ModellingOpen Information ExtractionDependency ParsingPart-Of-Speech TaggingStochastic OptimizationConstituency Parsing+4 tasks
1,006 papers · 10 benchmarks
Universal Dependencies
The Universal Dependencies (UD) project seeks to develop cross-linguistically consistent treebank annotation of morphology and syntax for multiple languages.
TextsAudioDependency ParsingPart-Of-Speech TaggingLanguage IdentificationPOSCross-lingual zero-shot dependency parsingCross-Lingual POS Tagging+6 tasks
520 papers · 5 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
CoNLL 2002
The shared task of CoNLL-2002 concerns language-independent named entity recognition.
TextsNamed Entity Recognition (NER)Cross-Lingual TransferPart-Of-Speech TaggingToken Classification
70 papers · 3 benchmarks
English Web Treebank
English Web Treebank is a dataset containing 254,830 word-level tokens and 16,624 sentence-level tokens of webtext in 1174 files annotated for sentence- and word-level tokenization, part-of-speech, and syntactic structure.
TextsDependency ParsingCoreference ResolutionPart-Of-Speech Tagging
42 papers · 0 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
LinCE (Linguistic Code-switching Evaluation Dataset)
A centralized benchmark for Linguistic Code-switching Evaluation (LinCE) that combines ten corpora covering four different code-switched language pairs (i.e., Spanish-English, Nepali-English, Hindi-English, and Modern Standard…
Named Entity Recognition (NER)Part-Of-Speech Tagging
21 papers · 0 benchmarks
Tweebank
Briefly describe the dataset.
Dependency ParsingPart-Of-Speech Tagging
20 papers · 2 benchmarks
GUM (Georgetown University Multilayer corpus)
GUM is an open source multilayer English corpus of richly annotated texts from twelve text types.
TextsSpeechNamed Entity Recognition (NER)Entity LinkingDependency ParsingCoreference ResolutionPart-Of-Speech TaggingRelation Classification+9 tasks
13 papers · 1 benchmark
FLUE (French Language Understanding Evaluation)
FLUE is a French Language Understanding Evaluation benchmark.
TextsText ClassificationNatural Language InferenceWord Sense DisambiguationPart-Of-Speech TaggingParaphrase IdentificationConstituency Parsing
12 papers · 0 benchmarks
DaNE (Danish Dependency Treebank)
Danish Dependency Treebank (DaNE) is a named entity annotation for the Danish Universal Dependencies treebank using the CoNLL-2003 annotation scheme.
TextsNamed Entity Recognition (NER)Cross-Lingual TransferDependency ParsingPart-Of-Speech TaggingNERcoreference-resolution
6 papers · 5 benchmarks
AMALGUM (A Machine Annotated Lookalike of GUM)
AMALGUM is a machine annotated multilayer corpus following the same design and annotation layers as GUM, but substantially larger (around 4M tokens).
TextsNamed Entity Recognition (NER)Dependency ParsingCoreference ResolutionPart-Of-Speech TaggingNested Named Entity RecognitionDiscourse Parsing+3 tasks
5 papers · 0 benchmarks
CUGE
CUGE is a Chinese Language Understanding and Generation Evaluation benchmark with the following features: (1) Hierarchical benchmark framework, where datasets are principally selected and organized with a language capability-task-dataset…
TextsPart-Of-Speech TaggingChinese Word Segmentation
4 papers · 0 benchmarks
Finer (Finnish News Corpus for Named Entity Recognition)
Finnish News Corpus for Named Entity Recognition (Finer) is a corpus that consists of 953 articles (193,742 word tokens) with six named entity classes (organization, location, person, product, event,and date).
TextsNamed Entity Recognition (NER)Part-Of-Speech Tagging
4 papers · 0 benchmarks
Szeged Corpus
The Szeged Treebank is the largest fully manually annotated treebank of the Hungarian language.
TextsSemantic ParsingPart-Of-Speech TaggingMorphological TaggingLemmatization
4 papers · 0 benchmarks
ANTILLES (ANTILLES: An Open French Linguistically Enriched Part-of-Speech Corpus)
ANTILLES is a part-of-speech tagging corpus based on UDFrench-GSD which was originally created in 2015 and is based on the universal dependency treebank v2.0.
TextsPart-Of-Speech Tagging
1 paper · 1 benchmark
Alexa Point of View
The Alexa Point of View dataset is point of view conversion dataset, a parallel corpus of messages spoken to a virtual assistant and the converted messages for delivery.
TextsMachine TranslationLanguage ModellingPart-Of-Speech TaggingConstituency Parsing
1 paper · 1 benchmark
CoNLL 2017 Shared Task - Automatically Annotated Raw Texts and Word Embeddings
Automatic segmentation, tokenization and morphological and syntactic annotations of raw texts in 45 languages, generated by UDPipe (http://ufal.mff.cuni.cz/udpipe), together with word embeddings of dimension 100 computed from lowercased…
TextsDependency ParsingPart-Of-Speech TaggingSequential sentence segmentationText SegmentationSentence segmentationMorphological Tagging
1 paper · 0 benchmarks
Egyptian Arabic Segmentation Dataset
Contains 350 tweets with more than 8,000 words including 3,000 unique words written in Egyptian dialect.
Part-Of-Speech TaggingMorphological Analysis
1 paper · 0 benchmarks
IgboNLP Datasets
IgboNLP is a standard machine translation benchmark dataset for Igbo.
TextsMachine TranslationPart-Of-Speech Tagging
1 paper · 0 benchmarks
MASC (Manually Annotated Sub-Corpus)
The Manually Annotated Sub-Corpus (MASC) consists of approximately 500,000 words of contemporary American English written and spoken data drawn from the Open American National Corpus (OANC).
Named Entity Recognition (NER)Automatic Speech RecognitionCoreference ResolutionPart-Of-Speech TaggingConstituency ParsingSentence segmentation
1 paper · 0 benchmarks
Morphosyntactic-analysis-dataset
This dataset is for evaluation of morphosyntactic analyzers.
Part-Of-Speech Tagging
1 paper · 1 benchmark
Ritter PoS (Ritter Twitter part-of-speech tagging)
PTB-tagged English Tweets
TextsPart-Of-Speech Tagging
1 paper · 0 benchmarks
Source Code Tagger Training Set
Ensemble Tagger Training and Testing Set This data includes two files: The training set used to create the SCANL Ensemble tagger [1] and the "unseen" testing set that includes words from systems that are not available in the training set.
TextsPart-Of-Speech Tagging
1 paper · 0 benchmarks
Twitter PoS VCB (Twitter part-of-speech vote-constrained-bootstrapping)
The data is about 1.5 million English tweets annotated for part-of-speech using Ritter's extension of the PTB tagset.
TextsPart-Of-Speech Tagging
1 paper · 0 benchmarks
Mac-Morpho
Mac-Morpho is a corpus of Brazilian Portuguese texts annotated with part-of-speech tags.
TextsPart-Of-Speech Tagging
0 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.