LIPI FinSim3 Hypernym
L
LIPI FinSim3 Hypernym
Developed by sohomghosh
FinBERT fine-tuned model for financial term hypernym and synonym ranking
Downloads 16
Release Time : 6/26/2022
Model Overview
This model is designed for financial term expansion, capable of identifying hypernym and synonym relationships in financial terminology, fine-tuned based on the FinBERT architecture.
Model Features
Specialized for Finance
Optimized for financial terms, accurately identifying hypernym and synonym relationships in the financial domain.
Fine-tuned on FinBERT
Leverages the FinBERT pre-trained model for fine-tuning, inheriting BERT's powerful language understanding capabilities.
Term Expansion Capability
Capable of expanding financial term sets and discovering hierarchical relationships between terms.
Model Capabilities
Financial term relation recognition
Hypernym detection
Synonym identification
Term expansion
Use Cases
Financial Text Analysis
Financial Term Database Construction
Automatically identify and expand term relationships in financial term databases
Improves efficiency and accuracy in term database construction
Financial Document Retrieval Enhancement
Improve financial document retrieval systems by identifying term relationships
Enhances retrieval relevance and recall rate
Financial Knowledge Graph
Knowledge Graph Relation Extraction
Automatically extract hypernym relationships between financial concepts
Accelerates financial knowledge graph construction
Featured Recommended AI Models
Š 2025AIbase