How to Build Templates for RDF Question/Answering —An Uncertain Graph Similarity Join Approach
Summary: Proposes RDF QA templates via q–n pairing as an uncertain graph join on SPARQL workloads D and NL questions N. Applies structural and probabilistic pruning to accelerate joins; experiments on RDF QA benchmarks show effective, scalable template generation. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Weiguo Zheng
- 2. Lei Zou
- 3. Xiang Lian
- 4. Jeffrey Xu Yu
- 5. Shaoxu Song
- 6. Dongyan Zhao
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,574 | KBQA: Learning Question Answering over QA Corpora and Knowledge Bases | 2017 | VLDB | 6.9533902e-05 |
| 3,636 | Efficient and Effective Algorithms for Clustering Uncertain Graphs | 2019 | VLDB | 6.8976555e-05 |
| 5,365 | Question Answering Over Knowledge Graphs: Question Understanding Via Template Decomposition | 2018 | VLDB | 5.5461187e-05 |
| 7,256 | Effective and Efficient Retrieval of Structured Entities | 2020 | VLDB | 4.7869419e-05 |
| 10,658 | LLMLog: Advanced Log Template Generation via LLM-driven Multi-Round Annotation | 2025 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 951 | Comparing Stars: On Approximating Graph Edit Distance | 2009 | VLDB | 0.00015106325 |
| 1,213 | RDF-3X: a RISC-style Engine for RDF | 2008 | VLDB | 0.0001325231 |
| 2,196 | gStore: Answering SPARQL Queries via Subgraph Matching | 2011 | VLDB | 9.3089621e-05 |
| 2,560 | Foundations of Probabilistic Answers to Queries | 2005 | SIGMOD | 8.5402003e-05 |
| 3,211 | Natural Language Question Answering over RDF — A Graph Data Driven Approach | 2014 | SIGMOD | 7.3743561e-05 |
| 3,862 | A Partition-Based Approach to Structure Similarity Search | 2014 | VLDB | 6.687769e-05 |
| 3,873 | Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases | 2012 | VLDB | 6.6779082e-05 |
| 4,958 | Efficient Subgraph Search over Large Uncertain Graphs | 2011 | VLDB | 5.8031038e-05 |
| 6,681 | Query Efficiency in Probabilistic XML Models | 2008 | SIGMOD | 4.9643102e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,971 | A Principled Approach to Bridging the Gap between Graph Data and their Schemas | 2014 | VLDB | 4.4187977e-05 |
| 9,568 | Reformulation-based query answering in RDF: alternatives and performance | 2015 | VLDB | 4.3254416e-05 |
| 13,319 | IMPROVE-QA: An Interactive Mechanism for RDF Question/Answering Systems | 2018 | SIGMOD | - |
| 3,320 | Schemaless and Structureless Graph Querying | 2014 | VLDB | 7.2249102e-05 |
| 9,058 | Semantic SPARQL Similarity Search Over RDF Knowledge Graphs | 2016 | VLDB | 4.4039656e-05 |
| 8,765 | Efficient Query Answering in Probabilistic RDF Graphs | 2011 | SIGMOD | 4.456315e-05 |
| 9,875 | A Universal Question-Answering Platform for Knowledge Graphs | 2023 | SIGMOD | 4.2667743e-05 |
| 13,423 | Natural Language Question Answering over RDF Data | 2013 | SIGMOD | - |
| 5,365 | Question Answering Over Knowledge Graphs: Question Understanding Via Template Decomposition | 2018 | VLDB | 5.5461187e-05 |
| 3,211 | Natural Language Question Answering over RDF — A Graph Data Driven Approach | 2014 | SIGMOD | 7.3743561e-05 |