ONDUX: On-Demand Unsupervised Learning for Information Extraction
Summary: ONDUX: On-Demand unsupervised IETS via strong segment-attribute matching, no explicit training. Reinforcement step learns sequencing/positioning from test data with no labels, yielding cross-domain gains vs state-of-the-art. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Eli Cortez (Federal University of Amazonas)
- 2. Altigran S. da Silva (Federal University of Amazonas)
- 3. Marcos André Gonçalves (Federal University of Minas Gerais)
- 4. Edleno S. de Moura (Federal University of Amazonas)
BibTeX Citation
@inproceedings{cortez_sigmod10,
title = {{ONDUX: On-Demand Unsupervised Learning for Information Extraction}},
author = {Cortez, Eli and da Silva, Altigran S. and Gonçalves, Marcos André and de Moura, Edleno S.},
series = {{SIGMOD} '10},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1807167.1807254},
url = {https://dl.acm.org/doi/10.1145/1807167.1807254},
year = {2010}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,554 | Joint Unsupervised Structure Discovery and Information Extraction | 2011 | SIGMOD | 6.1775485e-05 |
| 7,425 | A Probabilistic Approach for Automatically Filling Form-Based Web Interfaces | 2011 | VLDB | 5.6214101e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 466 | Automated Ranking of Database Query Results | 2003 | CIDR | 0.00018014467 |
| 717 | Automatic segmentation of text into structured records | 2001 | SIGMOD | 0.00014649121 |
| 3,505 | Context-Aware Wrapping: Synchronized Data Extraction | 2007 | VLDB | 7.3582812e-05 |
| 5,961 | Answering Imprecise Queries over Web Databases | 2005 | VLDB | 6.0274692e-05 |
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