text embeddings

DWTSumm: Discrete Wavelet Transform for Document Summarization

This research proposes a Discrete Wavelet Transform (DWT)-based framework to enhance document summarization, particularly for long, domain-specific texts where LLMs struggle. The method creates compact representations that improve semantic similarity, grounding, and factual consistency compared to a GPT-4o baseline.