A Probabilistic Approach for Automatically Filling Form-Based Web Interfaces
Summary: iForm: a probabilistic approach to auto-fill form-based web interfaces from input text. A Bayesian model uses content/style features and past field submissions to infer values, performing well even with few prior submissions. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,133 | DIADEM: Thousands of Websites to a Single Database | 2014 | VLDB | 5.1954702e-05 |
| 9,253 | Glean: Structured Extractions from Templatic Documents | 2021 | VLDB | 4.3690661e-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 |
|---|---|---|---|---|
| 637 | Automatic segmentation of text into structured records | 2001 | SIGMOD | 0.00018824614 |
| 2,313 | NaLIX: an Interactive Natural Language Interface for Querying XML | 2005 | SIGMOD | 9.0497076e-05 |
| 2,425 | Instance-based Schema Matching for Web Databases by Domain-specific Query Probing | 2004 | VLDB | 8.8376569e-05 |
| 12,230 | ONDUX: On-Demand Unsupervised Learning for Information Extraction | 2010 | SIGMOD | 4.1945683e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,774 | A Hierarchical Approach to Model Web Query Interfaces for Web Source Integration | 2009 | VLDB | 5.3313642e-05 |
| 5,419 | Combining Keyword Search and Forms for Ad Hoc Querying of Databases | 2009 | SIGMOD | 5.5176475e-05 |
| 7,422 | Meaningful Labeling of Integrated Query Interfaces | 2006 | VLDB | 4.7343948e-05 |
| 6,827 | Light-weight Domain-based Form Assistant: Querying Web Databases On the Fly | 2005 | VLDB | 4.9137918e-05 |
| 3,285 | Using the Structure of Web Sites for Automatic Segmentation of Tables | 2004 | SIGMOD | 7.2759001e-05 |
| 5,937 | DataXFormer: Leveraging the Web for Semantic Transformations | 2015 | CIDR | 5.2650964e-05 |
| 2,362 | Understanding Web Query Interfaces: Best-Effort Parsing with Hidden Syntax | 2004 | SIGMOD | 8.9582251e-05 |
| 2,668 | "Fill-in-the-Form" Programming | 1985 | VLDB | 8.3400653e-05 |
| 2,091 | Automated Creation of a Forms-based Database Query Interface | 2008 | VLDB | 9.5608989e-05 |
| 8,878 | Learning to Extract Form Labels | 2008 | VLDB | 4.4302126e-05 |