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Bart Large Xsum Samsum
B
Bart Large Xsum Samsum
Developed by lidiya
This is a sequence-to-sequence model based on the BART architecture, specifically designed for dialogue summarization tasks.
Downloads 10.96k
Release Time : 3/2/2022
Model Overview
The model is obtained by fine-tuning facebook/bart-large-xsum on the SAMSum dialogue dataset, excelling at extracting key information from conversations to generate concise summaries.
Model Features
Dialogue Summarization Optimization
Specially optimized for dialogue scenarios, effectively capturing key information in conversations.
High-Quality Summaries
Performs excellently on the SAMSum dataset with outstanding ROUGE metrics.
Based on BART Architecture
Leverages the powerful sequence generation capabilities of BART-large-xsum.
Model Capabilities
Dialogue Summarization
Text Compression
Key Information Extraction
Use Cases
Dialogue Processing
Instant Messaging Summarization
Automatically generates concise summaries of chat logs.
ROUGE-1 score 53.3059
Meeting Minutes Simplification
Extracts key decisions and action items from meeting dialogues.
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