GeoBloom: Revisiting Lightweight Models for Geographic Information Retrieval
Summary: GeoBloom encodes documents/queries as fine-grained Bloom filters and uses intersecting bits as a robust unsupervised text-similarity signal, outperforming PLM-based GIR with few or no labeled queries. A Bloom Filter Evaluator (label-efficient), sparsity-aware search and a tree-based index deliver massive speed, memory, and disk reductions versus PLMs. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 101 | The Case for Learned Index Structures | 2018 | SIGMOD | 0.00049778866 |
| 1,262 | Efficient Query Processing in Geographic Web Search Engines | 2006 | SIGMOD | 0.00012982825 |
| 1,317 | Efficient Processing of Top-k Spatial Preference Queries | 2011 | VLDB | 0.00012615781 |
| 2,020 | Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects | 2009 | VLDB | 9.7766925e-05 |
| 11,175 | Effectiveness Perspectives and a Deep Relevance Model for Spatial Keyword Queries | 2023 | SIGMOD | 4.1905499e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,148 | Spatial Keyword Query Processing: An Experimental Evaluation | 2013 | VLDB | 9.4278918e-05 |
| 3,722 | An Efficient Query Indexing Mechanism for Filtering Geo-Textual Data | 2013 | SIGMOD | 6.8135532e-05 |
| 4,448 | Stable Learned Bloom Filters for Data Streams | 2020 | VLDB | 6.1741316e-05 |
| 1,262 | Efficient Query Processing in Geographic Web Search Engines | 2006 | SIGMOD | 0.00012982825 |
| 4,287 | Clue-based Spatio-textual Query | 2017 | VLDB | 6.2824978e-05 |
| 12,379 | Building a Global Location Search Service | 2008 | SIGMOD | 4.1905499e-05 |
| 2,020 | Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects | 2009 | VLDB | 9.7766925e-05 |
| 8,908 | Mining Geospatial Relationships from Text | 2023 | SIGMOD | 4.4229886e-05 |
| 11,175 | Effectiveness Perspectives and a Deep Relevance Model for Spatial Keyword Queries | 2023 | SIGMOD | 4.1905499e-05 |
| 10,083 | GeoKGM: A Multimodal Large Language Model for Zero-Shot Knowledge Graph Completion in Geospatial Databases | 2026 | SIGMOD | 4.1905499e-05 |