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Dependency Parsing datasets

archive 2025-07-28

15 datasets carry the task tag "Dependency Parsing" (the task itself: Dependency Parsing), ordered by the archive's paper count. Page 1 of 1: 15 shown of 15. 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 52Dependency Parsing 15

Dependency Parsing datasets 1–15 of 15

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
GENIA
The GENIA corpus is the primary collection of biomedical literature compiled and annotated within the scope of the GENIA project.
TextsMedicalNamed Entity Recognition (NER)UIEDependency ParsingEvent ExtractionNested Named Entity Recognition
121 papers · 7 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
KLUE (Korean Language Understanding Evaluation)
Korean Language Understanding Evaluation (KLUE) benchmark is a series of datasets to evaluate natural language understanding capability of Korean language models.
TextsText ClassificationNamed Entity Recognition (NER)Relation ExtractionNatural Language InferenceDependency ParsingDialogue State Tracking+2 tasks
21 papers · 1 benchmark
Tweebank
Briefly describe the dataset.
Dependency ParsingPart-Of-Speech Tagging
20 papers · 2 benchmarks
100STLYE-Labelled
Over 4 million frames of motion capture data for 100 different styles of locomotion.
Dependency Parsing
15 papers · 1 benchmark
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
CoNLL-2009
The task builds on the CoNLL-2008 task and extends it to multiple languages.
Dependency ParsingSemantic Role LabelingChinese Semantic Role Labeling
8 papers · 2 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
Chinese Treebank
Dependency Parsing
5 papers · 1 benchmark
WiLI-2018
WiLI-2018 is a benchmark dataset for monolingual written natural language identification.
TextsNatural Language InferenceDependency ParsingLanguage Identification
3 papers · 0 benchmarks
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

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.