Near-Duplicate Text Alignment under Weighted Jaccard Similarity
Summary: Near-duplicate text alignment under weighted Jaccard via consistent weighted sampling, extending min-hash indexing beyond unweighted sets. MonoActive groups all substrings by sketches with provable O(n+n log f_T) expected groups and optimality, while cutting index size and improving speed. (summarized by gpt-5.4-mini on May 27 2026)
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Authors
- 1. Yuheng Zhang
- 2. Miao Qiao
- 3. Zhencan Peng
- 4. Dong Deng
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 616 | Copy Detection Mechanisms for Digital Documents | 1995 | SIGMOD | 0.00019108201 |
| 705 | Winnowing: Local Algorithms for Document Fingerprinting | 2003 | SIGMOD | 0.00017864657 |
| 4,250 | Local Similarity Search for Unstructured Text | 2016 | SIGMOD | 6.3241139e-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 |
| 9,876 | Near-Duplicate Sequence Search at Scale for Large Language Model Memorization Evaluation | 2023 | SIGMOD | 4.2667743e-05 |
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