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Taxonomy Expansion

Expand a seed taxonomy with new unseen node

Papers

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Showing 1–10 of 25 papers

Title	Date	Tasks	Status	Hype	Score
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network	Jan 26, 2020	Graph Neural NetworkPosition	CodeCode Available	1	5
STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths	Jun 18, 2020	Taxonomy Expansion	CodeCode Available	1	5
Taxonomy Completion via Triplet Matching Network	Jan 6, 2021	Taxonomy ExpansionTriplet	CodeCode Available	1	5
Enhancing Taxonomy Completion with Concept Generation via Fusing Relational Representations	Jun 5, 2021	Knowledge GraphsTaxonomy Expansion	CodeCode Available	1	5
Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion	Jan 27, 2021	PositionTaxonomy Expansion	CodeCode Available	1	5
FLAME: Self-Supervised Low-Resource Taxonomy Expansion using Large Language Models	Feb 21, 2024	Recommendation SystemsTaxonomy Expansion	CodeCode Available	0	5
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts	Aug 17, 2024	Taxonomy Expansion	CodeCode Available	0	5
QuanTaxo: A Quantum Approach to Self-Supervised Taxonomy Expansion	Jan 23, 2025	Taxonomy ExpansionWord Embeddings	CodeCode Available	0	5
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion	Feb 20, 2024	Language ModelingLanguage Modelling	CodeCode Available	0	5
DNG: Taxonomy Expansion by Exploring the Intrinsic Directed Structure on Non-gaussian Space	Feb 22, 2023	Taxonomy Expansion	CodeCode Available	0	5

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