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 |
|---|---|---|---|---|
| 5,670 | Joint Unsupervised Structure Discovery and Information Extraction | 2011 | SIGMOD | 6.0445956e-05 |
| 7,565 | A Probabilistic Approach for Automatically Filling Form-Based Web Interfaces | 2011 | VLDB | 5.4953097e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 474 | Automated Ranking of Database Query Results | 2003 | CIDR | 0.00017672562 |
| 735 | Automatic segmentation of text into structured records | 2001 | SIGMOD | 0.00014373044 |
| 3,568 | Context-Aware Wrapping: Synchronized Data Extraction | 2007 | VLDB | 7.200842e-05 |
| 6,083 | Answering Imprecise Queries over Web Databases | 2005 | VLDB | 5.892229e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 11,859 | Demonstrating ASET: Ad-hoc Structured Exploration of Text Collections | 2022 | SIGMOD |
| 2 | 11,529 | Unstructured Data Fusion for Schema and Data Extraction | 2024 | SIGMOD |
| 3 | 11,767 | Self-Training for Label-Efficient Information Extraction from Semi-Structured Web-Pages | 2023 | VLDB |
| 4 | 14,232 | QXtract: A Building Block for Efficient Information Extraction from Text Databases | 2003 | SIGMOD |
| 5 | 5,020 | Querying Probabilistic Information Extraction | 2010 | VLDB |
| 6 | 12,278 | Building Structured Databases of Factual Knowledge from Massive Text Corpora | 2017 | SIGMOD |
| 7 | 7,365 | I4E: Interactive Investigation of Iterative Information Extraction | 2010 | SIGMOD |
| 8 | 4,057 | Uncertainty Management in Rule-Based Information Extraction Systems | 2009 | SIGMOD |
| 9 | 5,670 | Joint Unsupervised Structure Discovery and Information Extraction | 2011 | SIGMOD |
| 10 | 735 | Automatic segmentation of text into structured records | 2001 | SIGMOD |