uhh-lt/Taxonomy_Refinement_Embeddings
Taxonomy refinement method to improve domain-specific taxonomy systems.
This project helps domain experts and knowledge managers improve their existing classification systems or taxonomies. It takes a pre-existing, possibly incomplete, taxonomy and refines it by correctly positioning misplaced terms and attaching disconnected terms, using advanced semantic analysis of text. The output is a more accurate and comprehensive hierarchical organization of concepts for your specific domain.
No commits in the last 6 months.
Use this if you have an existing domain-specific taxonomy that needs to be made more accurate and complete by automatically repositioning terms and adding missing connections.
Not ideal if you need to build a taxonomy from scratch, as this tool focuses on refining pre-induced systems rather than initial creation.
Stars
29
Forks
1
Language
Python
License
GPL-3.0
Category
Last pushed
Jun 17, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/embeddings/uhh-lt/Taxonomy_Refinement_Embeddings"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
TorchDR/TorchDR
TorchDR - PyTorch Dimensionality Reduction
derrickburns/generalized-kmeans-clustering
Production-ready K-Means clustering for Apache Spark with pluggable Bregman divergences (KL,...
abhilash1910/ClusterTransformer
Topic clustering library built on Transformer embeddings and cosine similarity...
md-experiments/picture_text
Interactive tree-maps with SBERT & Hierarchical Clustering (HAC)
mainlp/semantic_components
Finding semantic components in your neural representations.