Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information

Keyphrases

• Intent Detection 100%
• Data Augmentation 100%
• In-context 100%
• Pre-trained Language Model 100%
• Training Data 66%
• Performance Improvement 33%
• Utterance 33%
• Detection Dataset 33%
• Small Seed 33%
• Expressive Power 33%
• Art Performance 33%
• Intent-aware 33%
• Synthetic Training Data 33%
• Large Language Models 33%
• Few-shot Setting 33%

Computer Science

• Training Data 100%
• Language Modeling 100%
• Data Augmentation 100%
• Expressive Power 33%
• Art Performance 33%
• Large Language Model 33%