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Scientific Paper Summarizer
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Scientific Paper Summarizer
Developed by Harsit
A specialized model for scientific paper abstract generation fine-tuned based on the PEGASUS architecture
Downloads 40
Release Time : 11/17/2024
Model Overview
This model is a specialized version fine-tuned from google/pegasus-pubmed for generating abstracts of scientific papers and research articles.
Model Features
Specialized for Scientific Papers
Fine-tuned specifically for scientific papers and research articles to optimize abstract generation performance
High-Quality Abstracts
Capable of generating concise and accurate scientific paper abstracts
Domain Adaptation
Fine-tuned on the ArXiv scientific paper dataset to adapt to the characteristics of the research domain
Model Capabilities
Text Summarization Generation
Scientific Paper Content Refinement
Key Information Extraction from Academic Literature
Use Cases
Academic Research
Automatic Paper Abstract Generation
Automatically generates concise and accurate abstracts for scientific papers
ROUGE-1 score 0.3766
Research Content Refinement
Extracts key information from lengthy scientific papers
Literature Management
Academic Database Abstract Generation
Automatically generates abstracts for papers in academic databases
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