%20--%3e%3cdefs%3e%3cstyle%3e%20.st0%20{%20fill:%20%23061b40;%20}%20.st1%20{%20fill:%20%23306af1;%20}%20.st2%20{%20fill:%20%235ce5cf;%20}%20%3c/style%3e%3c/defs%3e%3cg%3e%3cpath%20class='st0'%20d='M55,10.5h9v3h-9v9h12V7.5h-12v3ZM64,19.5h-6v-3h6v3Z'/%3e%3cpolygon%20class='st0'%20points='69%2016.5%2078%2016.5%2078%2019.5%2069%2019.5%2069%2022.5%2081%2022.5%2081%2013.5%2072%2013.5%2072%2010.5%2081%2010.5%2081%207.5%2069%207.5%2069%2016.5'/%3e%3cpolygon%20class='st0'%20points='95%2010.5%2095%207.5%2083%207.5%2083%2022.5%2095%2022.5%2095%2019.5%2086%2019.5%2086%2016.5%2095%2016.5%2095%2013.5%2086%2013.5%2086%2010.5%2095%2010.5'/%3e%3cpath%20class='st0'%20d='M40,1.5v21h11.6l1.4-1.4v-7.6h0c0,0-1.4-1.5-1.4-1.5l1.4-1.4V2.9l-1.4-1.4h-11.6ZM50,19.5h-7v-6h7v6ZM50,10.5h-7v-6h7v6Z'/%3e%3c/g%3e%3cpath%20class='st1'%20d='M23.1,24L14.7,4.8l-4.9,11.2h3.8l-1.8,4H3.3L12.1,0H2C.9,0,0,.9,0,2v20c0,1.1.9,2,2,2h21.1Z'/%3e%3cpath%20class='st2'%20d='M34,0h-16.8l10.6,24h6.2c1.1,0,2-.9,2-2V2C36,.9,35.1,0,34,0ZM32.5,20h-4V4h4v16Z'/%3e%3c/svg%3e)
Fb Bart Large Finetuned Trade The Event Finance Summarizer
F
Fb Bart Large Finetuned Trade The Event Finance Summarizer
Developed by nickmuchi
A financial event summarization model fine-tuned based on BART-large architecture, with excellent performance on Rouge metrics
Downloads 24
Release Time : 3/2/2022
Model Overview
This model is specifically optimized for financial event summarization tasks, capable of extracting key information from financial texts to generate concise summaries
Model Features
Financial Domain Optimization
Specially fine-tuned for financial texts and events, suitable for handling professional financial terminology and concepts
High-performance Summarization
Excellent performance on Rouge metrics, achieving Rouge1 of 57.63 and Rouge2 of 53.04
Based on BART Architecture
Utilizes BART-large pre-trained model as the foundation, with strong sequence-to-sequence learning capabilities
Model Capabilities
Financial Text Summarization Generation
Event Key Information Extraction
Long Text Compression
Use Cases
Financial Analysis
Financial News Summarization
Automatically generates concise summaries of financial news
Quickly captures the core content of news, improving information acquisition efficiency
Trading Event Reports
Extracts key event information from complex trading reports
Helps analysts quickly grasp market dynamics
Business Intelligence
Financial Report Summarization
Automatically generates key point summaries of company financial reports
Saves time on reading full financial reports
Featured Recommended AI Models
Š 2025AIbase