Query-Driven On-The-Fly Knowledge Base Construction
Summary: Query-driven, on-the-fly KB construction for emerging topics enables timely, topic-focused fact gathering. Semantic-graph IE combines NER, coreference, and relation extraction to produce canonical, higher-arity predicates for ad-hoc QA. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dat Ba Nguyen
- 2. Abdalghani Abujabal
- 3. Nam Khanh Tran
- 4. Martin Theobald
- 5. Gerhard Weikum
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,041 | KBPearl: A Knowledge Base Population System Supported by Joint Entity and Relation Linking | 2020 | VLDB | 5.741618e-05 |
| 10,615 | OpenMEL: Unsupervised Multimodal Entity Linking Using Noise-Free Expanded Queries and Global Coherence | 2025 | VLDB | 4.1945683e-05 |
| 11,352 | Demonstrating ASET: Ad-hoc Structured Exploration of Text Collections | 2022 | SIGMOD | 4.1945683e-05 |
| 11,475 | TENET: Joint Entity and Relation Linking with Coherence Relaxation | 2021 | SIGMOD | 4.1945683e-05 |
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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 |
|---|---|---|---|---|
| 62 | Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge | 2008 | SIGMOD | 0.0006429466 |
| 667 | Incremental Knowledge Base Construction Using DeepDive | 2015 | VLDB | 0.00018440557 |
| 4,106 | Extracting Databases from Dark Data with DeepDive | 2016 | SIGMOD | 6.4456184e-05 |
| 4,164 | SlimShot: In-Database Probabilistic Inference for Knowledge Bases | 2016 | VLDB | 6.3923099e-05 |
| 12,201 | AIDA: An Online Tool for Accurate Disambiguation of Named Entities in Text and Tables | 2011 | VLDB | 4.1945683e-05 |
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