SeDA: Bridging the Gap between Efficient Syntactic and Precise Semantic Search of Similar Passages in Large Text Corpora
Summary: SeDA introduces semantic document alignment for similar-passage search: semantic set-similarity over k-width windows, closing the gap between fast syntactic candidate generation and precise semantic matching. A candidate generator plus bound cascade exploits window overlap to prune >99% of expensive comparisons, yielding SBERT-quality F1 with near-syntactic runtimes. (summarized by gpt-5.4-mini on Apr 12 2026)
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Authors
- 1. Pranay Mundra
- 2. Daniel Kocher
- 3. Martin Schäler
- 4. Nikolaus Augsten
Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,459 | An Empirical Evaluation of Set Similarity Join Techniques | 2016 | VLDB | 7.072508e-05 |
| 3,490 | Leveraging Set Relations in Exact Set Similarity Join | 2017 | VLDB | 7.0465856e-05 |
| 4,353 | Overlap Set Similarity Joins with Theoretical Guarantees | 2018 | SIGMOD | 6.263585e-05 |
| 5,179 | SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints | 2017 | VLDB | 5.6428428e-05 |
| 7,635 | Allign: Aligning All-Pair Near-Duplicate Passages in Long Texts | 2021 | SIGMOD | 4.6908858e-05 |
| 7,700 | Near-Duplicate Text Alignment with One Permutation Hashing | 2024 | SIGMOD | 4.6744372e-05 |
| 8,291 | TxtAlign: Efficient Near-Duplicate Text Alignment Search via Bottom-k Sketches for Plagiarism Detection | 2022 | SIGMOD | 4.5435639e-05 |
| 11,247 | A Two-Level Signature Scheme for Stable Set Similarity Joins | 2023 | VLDB | 4.1945683e-05 |
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