SODIUM: From Open Web Data to Queryable Databases
During research, domain experts often ask analytical questions whose answers require integrating data from a wide range of web sources. Thus, they must spend substantial effort searching, extracting, and organizing raw data before analysis can begin. We formalize this process as the SODIUM task, where we conceptualize open domains such as the web as latent databases that must be systematically instantiated to support downstream querying. Solving SODIUM requires (1) conducting in-depth and specialized exploration of the open web, which is further strengthened by (2) exploiting structural correlations for systematic information extraction and (3) integrating collected information into coher...
| Authors | Chuxuan Hu, Philip Li, Maxwell Yang et al. |
|---|---|
| Primary category | cs.DB |
| Published | 19 March 2026 |
| Last updated at source | 19 March 2026 |
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