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Author

Yuriy E. Gapanyuk

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Review Aug 2026

Structure-aware retrieval methods for web table fragments in question-answering systems: a scientific analytical review

It is shown that dense and structure-aware whole-table methods dominate, whereas scalable retrieval of rows, cells, subtables, and multi-table evidence remains insufficiently developed, and further research should focus on multivector methods that preserve local table structure while maintaining acceptable computationa...

A. Khaled, Yuriy E. Gapanyuk, Gennady I. Afanasyev · 0 citations

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