Bart Large Xsum Finetuned Samsum V2
This model is a text summarization model fine-tuned on the samsum dataset based on facebook/bart-large-xsum, specializing in generating dialogue summaries.
Downloads 48
Release Time : 12/13/2022
Model Overview
A BART model optimized for dialogue summarization tasks, fine-tuned on the samsum dataset, capable of compressing dialogue content into concise summaries.
Model Features
Dialogue Summarization Optimization
Specifically optimized for dialogue content, effectively extracting key information to generate summaries
Based on BART Architecture
Utilizes BART-large-xsum as the base model, with powerful sequence-to-sequence generation capabilities
High-Quality Evaluation Metrics
Achieves a Rouge1 score of 54.2 on the samsum test set, demonstrating excellent performance
Model Capabilities
Text summarization generation
Dialogue content compression
Key information extraction
Use Cases
Dialogue Processing
Meeting Minutes Summarization
Automatically generates concise meeting minutes from lengthy meeting dialogues
Saves manual organization time and improves work efficiency
Customer Service Dialogue Summarization
Automatically extracts key issues and solutions from customer service dialogues
Facilitates subsequent analysis and quality checks
Featured Recommended AI Models
Š 2025AIbase