TGL 3
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TGL 3
Developed by awesometeng
TGL-3 is a fine-tuned abstract generation model based on t5-small, trained on 23,000 openreview.net abstract data entries, supporting academic text summarization tasks.
Downloads 13
Release Time : 8/14/2022
Model Overview
This model is a text summarization generation model based on the T5 architecture, specifically optimized for academic paper abstract generation tasks.
Model Features
Academic Abstract Optimization
Fine-tuned specifically for academic paper abstract data, suitable for processing academic texts
Efficient Training
Based on the t5-small architecture, it maintains good performance while being highly efficient in training
Multi-dimensional Evaluation
Uses Rouge series metrics for comprehensive abstract quality assessment
Model Capabilities
Text Summarization Generation
Academic Text Processing
English Text Comprehension
Use Cases
Academic Research
Paper Abstract Generation
Automatically generates concise and accurate abstracts based on paper content
Rouge1 score 36.5, Rouge2 score 17.8
Research Literature Summarization
Summarizes key points from lengthy research literature
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