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Longformer Finetuned Norm
A model fine-tuned based on allenai/longformer-base-4096, suitable for long text processing tasks
Downloads 75
Release Time : 3/18/2022
Model Overview
This model is a fine-tuned version based on the Longformer architecture, primarily used for classification or labeling tasks involving long text sequences
Model Features
Long Text Processing Capability
Based on the Longformer architecture, supports processing text sequences up to 4096 tokens in length
Efficient Attention Mechanism
Utilizes a combination of local and global attention mechanisms to enhance long text processing efficiency
Fine-Tuning Optimization
Fine-tuned on specific task datasets to optimize model performance
Model Capabilities
Long Text Classification
Sequence Labeling
Document Understanding
Use Cases
Text Analysis
Long Document Classification
Classify lengthy documents
F1 score reaches 0.8562
Legal Document Analysis
Parse and understand legal document content
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