Improving colloquial case legal judgment prediction via abstractive text summarization

Keyphrases

• Abstractive Summarization 100%
• Legal Judgment Prediction 100%
• Prediction Model 16%
• Prediction Accuracy 16%
• Training Data 16%
• Predictive Ability 16%
• Prediction Framework 16%
• Court Decisions 16%
• Separation Model 16%
• Ordinary Users 16%
• Professional User 16%
• Chat Generative Pre-trained Transformer (ChatGPT) 16%
• Independent Training 16%
• Prediction Task 16%
• Prediction Module 16%
• Legal Background 16%
• Joint Training 16%
• Indictment 16%
• Incomplete Descriptions 16%
• Non-professional 16%

Computer Science

• Text Summarization 100%
• Case Description 40%
• Prediction Model 20%
• Prediction Accuracy 20%
• Training Data 20%
• Prediction Framework 20%
• Data Source 20%
• ChatGPT 20%