Mt5 Large HuAMR
M
Mt5 Large HuAMR
Developed by SZTAKI-HLT
An abstract meaning representation parser fine-tuned on the Hungarian AMR dataset based on google/mt5-large
Downloads 33
Release Time : 1/23/2025
Model Overview
This model is a fine-tuned version of the mT5-large architecture on the translated AMR 3.0 and HuAMR datasets, specifically designed for Hungarian abstract meaning representation parsing tasks.
Model Features
Hungarian-specific AMR Parsing
Abstract meaning representation parsing capabilities optimized specifically for Hungarian.
Fine-tuned on mT5-large
Utilizes the powerful multilingual mT5-large model as the base for fine-tuning.
Optimized Training Parameters
Employs carefully adjusted training hyperparameters, including a learning rate of 5e-05 and gradient accumulation techniques.
Model Capabilities
Hungarian Text Understanding
Abstract Meaning Representation Generation
Semantic Parsing
Use Cases
Natural Language Processing
Hungarian Semantic Analysis
Parsing Hungarian sentences into abstract meaning representation forms.
Performs excellently on the HuAMR dataset.
Cross-language Semantic Comparison
Semantic comparison across languages via AMR forms.
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