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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
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