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Taxonomy Expansion

Expand a seed taxonomy with new unseen node

Papers

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Showing 1–25 of 25 papers

TitleStatusHype
FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion—0
Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion—0
QuanTaxo: A Quantum Approach to Self-Supervised Taxonomy ExpansionCode0
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language PromptsCode0
Ontology Completion with Natural Language Inference and Concept Embeddings: An Analysis—0
FLAME: Self-Supervised Low-Resource Taxonomy Expansion using Large Language ModelsCode0
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy ExpansionCode0
Towards Visual Taxonomy ExpansionCode0
Taxonomy Expansion for Named Entity Recognition—0
GANTEE: Generative Adversatial Network for Taxonomy Entering Evaluation—0
DNG: Taxonomy Expansion by Exploring the Intrinsic Directed Structure on Non-gaussian SpaceCode0
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation—0
Flexible Job Classification with Zero-Shot Learning—0
TEAM: A multitask learning based Taxonomy Expansion approach for Attach and Merge—0
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors SupervisionCode0
TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-PathsCode0
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning—0
Enhancing Taxonomy Completion with Concept Generation via Fusing Relational RepresentationsCode1
Who Should Go First? A Self-Supervised Concept Sorting Model for Improving Taxonomy Expansion—0
Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy ExpansionCode1
Taxonomy Completion via Triplet Matching NetworkCode1
STEAM: Self-Supervised Taxonomy Expansion with Mini-PathsCode1
Hyperbolic Manifold Regression—0
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural NetworkCode1
A Consolidated System for Robust Multi-Document Entity Risk Extraction and Taxonomy Augmentation—0
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