3 papers
cs.CL2026
DWTSumm: Discrete Wavelet Transform for Document Summarization
Rana Salama, Abdou Youssef, Mona Diab
Summarizing long, domain-specific documents with large language models (LLMs) remains challenging due to context limitations, information loss, and hallucinations, particularly in…
cs.CL2025
Combining Discrete Wavelet and Cosine Transforms for Efficient Sentence Embedding
Rana Salama, Abdou Youssef, Mona Diab
Wavelets have emerged as a cutting edge technology in a number of fields. Concrete results of their application in Image and Signal processing suggest that wavelets can be effectiv…
cs.CL2025
Semantic Compression for Word and Sentence Embeddings using Discrete Wavelet Transform
Rana Aref Salama, Abdou Youssef, Mona Diab
Wavelet transforms, a powerful mathematical tool, have been widely used in different domains, including Signal and Image processing, to unravel intricate patterns, enhance data rep…