Augmented-Query Summarization: A Label-Free Approach for Efficient Topic-Focused Text Summarization

Augmented-Query Summarization (AQS) is a novel method that leverages query augmentation, question answering, hierarchical clustering, and generic abstractive summarization to generate topic-focused summaries without the need for extensive labeled datasets.