Research any topic before you write.

Find related topics. | Discover entities. | See connections. | Build a topical map.

Universal Dependencies

Universal Dependencies, frequently abbreviated as UD, is an international cooperative project to create a grammatical annotation framework and treebanks of the world's languages. The treebanks are made openly accessible and available under a non-commercial license. Core applications are automated text processing in the field of natural language…

Overview, Related Topics & Entities

Use the mouse wheel or two fingers (on touchscreens) to zoom in and out of the map.

Research this topic

Explore the main themes, entities and connections around Universal Dependencies. Start with the topic map, then use the sections below for research and deeper semantic analysis.

Explore this topic

Start with a few of the strongest sections from the source topic. These are research directions, not a list of keywords you must use.

Topics to explore

Browse the full topic structure. Each item opens a new analysis centered on that subject.

Overview

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

Map overview Semantic statistics

Universal Dependencies

Nodes9
Edges8
Triples54
Avg. degree1.78
Density0.222222
Components1

How this topic connects Entity context

See the strongest relationship patterns around the current topic before diving into the raw triples.

Universal Dependencies

Top relations

related to References · 54
Universal Dependencies → Bill MacCartney, Christopher, CICLING, COLING Workshop, Computational Linguistics, Cross-Domain Parser Evaluation, Cross-Framework, Daniel, Daniel Zeman, Dipon Das, Evaluation, Evaluation Conference, Filip Ginter, General Linguistics, Generating Typed Dependency Parses, Genoa, Glossa, In, In Computational Linguistics, In The International Conference

Important terminology Word statistics

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

dependency ud universal annotation analysis dependencies language grammar scheme treebanks international languages function doi evaluation conference words syntactic shown example

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
Universal Dependenciesrelated to ReferencesMarneffe0.60section
Universal Dependenciesrelated to ReferencesMarie-Catherine0.60section
Universal Dependenciesrelated to ReferencesChristopher0.60section
Universal Dependenciesrelated to ReferencesManning0.60section
Universal Dependenciesrelated to ReferencesJoakim Nivre0.60section
Universal Dependenciesrelated to ReferencesDaniel Zeman0.60section
Universal Dependenciesrelated to ReferencesIn Computational Linguistics0.60section
Universal Dependenciesrelated to ReferencesBill MacCartney0.60section
Universal Dependenciesrelated to ReferencesGenerating Typed Dependency Parses0.60section
Universal Dependenciesrelated to ReferencesPhrase Structure Parses0.60section
Universal Dependenciesrelated to ReferencesIn0.60section
Universal Dependenciesrelated to ReferencesProceedings0.60section

Related concept clusters Concept neighborhoods

These clusters group vocabulary that occurs around closely connected concepts in the source material.

    Connections between topic areas Semantic bridges

    Bridges can reveal useful research angles that are easy to miss in a flat list of related terms.

    Min side: 3
    For writers, content strategists, SEOs, marketers and creators — from quick topic research to advanced semantic analysis.