TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models

Keyphrases

• Consistency Evaluation 100%
• Large Language Models 100%
• Factual Consistency 100%
• Synthetic Data 25%
• Computationally Expensive 25%
• Real Model 25%
• Student Model 25%
• Natural Language Inference 25%
• Inference Model 25%
• Synthetic Data Generation 25%
• Synthetic Training Data 25%
• Domain Shift 25%
• State-of-the-art Models 25%
• Generating Synthetic Data 25%
• Data Generation Method 25%

Computer Science

• Large Language Model 100%
• Synthetic Data 50%
• Synthetic Datasets 25%
• Inference Model 25%
• Data Generation 25%
• Training Data 25%