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
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
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| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,209 | An Empirical Evaluation of Set Similarity Join Techniques | 2016 | VLDB | 7.3793885e-05 |
| 3,461 | Leveraging Set Relations in Exact Set Similarity Join | 2017 | VLDB | 7.0696567e-05 |
| 4,350 | Overlap Set Similarity Joins with Theoretical Guarantees | 2018 | SIGMOD | 6.2576191e-05 |
| 5,180 | SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints | 2017 | VLDB | 5.6377866e-05 |
| 7,636 | Allign: Aligning All-Pair Near-Duplicate Passages in Long Texts | 2021 | SIGMOD | 4.6863871e-05 |
| 7,698 | Near-Duplicate Text Alignment with One Permutation Hashing | 2024 | SIGMOD | 4.6699546e-05 |
| 8,284 | TxtAlign: Efficient Near-Duplicate Text Alignment Search via Bottom-k Sketches for Plagiarism Detection | 2022 | SIGMOD | 4.5392079e-05 |
| 11,249 | A Two-Level Signature Scheme for Stable Set Similarity Joins | 2023 | VLDB | 4.1905499e-05 |
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