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 |
|---|---|---|---|---|
| 6,137 | DIADEM: Thousands of Websites to a Single Database | 2014 | VLDB | 5.190481e-05 |
| 9,260 | Glean: Structured Extractions from Templatic Documents | 2021 | VLDB | 4.3648789e-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 |
|---|---|---|---|---|
| 636 | Automatic segmentation of text into structured records | 2001 | SIGMOD | 0.00018815341 |
| 2,320 | NaLIX: an Interactive Natural Language Interface for Querying XML | 2005 | SIGMOD | 9.0414295e-05 |
| 2,428 | Instance-based Schema Matching for Web Databases by Domain-specific Query Probing | 2004 | VLDB | 8.8293516e-05 |
| 12,238 | ONDUX: On-Demand Unsupervised Learning for Information Extraction | 2010 | SIGMOD | 4.1905499e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,783 | A Hierarchical Approach to Model Web Query Interfaces for Web Source Integration | 2009 | VLDB | 5.3262443e-05 |
| 5,427 | Combining Keyword Search and Forms for Ad Hoc Querying of Databases | 2009 | SIGMOD | 5.5126383e-05 |
| 7,421 | Meaningful Labeling of Integrated Query Interfaces | 2006 | VLDB | 4.7298538e-05 |
| 6,827 | Light-weight Domain-based Form Assistant: Querying Web Databases On the Fly | 2005 | VLDB | 4.9090767e-05 |
| 3,286 | Using the Structure of Web Sites for Automatic Segmentation of Tables | 2004 | SIGMOD | 7.2692403e-05 |
| 5,938 | DataXFormer: Leveraging the Web for Semantic Transformations | 2015 | CIDR | 5.2605665e-05 |
| 2,368 | Understanding Web Query Interfaces: Best-Effort Parsing with Hidden Syntax | 2004 | SIGMOD | 8.9496022e-05 |
| 2,674 | "Fill-in-the-Form" Programming | 1985 | VLDB | 8.3319392e-05 |
| 2,096 | Automated Creation of a Forms-based Database Query Interface | 2008 | VLDB | 9.544914e-05 |
| 8,877 | Learning to Extract Form Labels | 2008 | VLDB | 4.4259652e-05 |