taxonomy-expansion

Here are 3 public repositories matching this topic...

yzhan238 / TELEClass

The source code used for paper "TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision", published in WWW 2025.

taxonomy text-classification data-generation weakly-supervised-learning taxonomy-expansion large-language-models large-language-model hierarchical-text-classification

Updated Apr 6, 2025
Python

yueyu1030 / STEAM

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[KDD 2020] This is the code repository for our KDD'20 paper STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths.

taxonomy kdd multi-view-learning self-supervised-learning knowledge-extraction hypernymy-detection gnn-propagated-embeddings taxonomy-expansion

Updated Jul 22, 2020
Python

PlusLabNLP / HyperExpan

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[EMNLP'21 Findings] HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning

pytorch information-extraction hyperbolic-geometry graph-neural-networks hyperbolic-embeddings taxonomy-expansion dgl-graph

Updated Nov 7, 2022
Python

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