CBench: Towards Better Evaluation of Question Answering Over Knowledge Graphs
Summary: CBench offers an extensible benchmarking suite for QA over knowledge graphs, moving beyond single-number metrics. It analyzes fine-grained linguistic, syntactic, and structural properties across benchmarks to reveal variance and guide system improvement. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Authors
- 1. Abdelghny Orogat
- 2. Isabelle Liu
- 3. Ahmed El-Roby
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,204 | Maestro: Automatic Generation of Comprehensive Benchmarks for Question Answering Over Knowledge Graphs | 2023 | SIGMOD | 6.3607478e-05 |
| 9,208 | SmartBench: Demonstrating Automatic Generation of Comprehensive Benchmarks for Question Answering Over Knowledge Graphs | 2022 | VLDB | 4.3731258e-05 |
| 13,255 | CBench: Demonstrating Comprehensive Evaluation of Question Answering Systems over Knowledge Graphs Through Deep Analysis of Benchmarks | 2021 | VLDB | - |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 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 |
| 690 | An Analytical Study of Large SPARQL Query Logs | 2018 | VLDB | 0.00018099792 |
| 3,211 | Natural Language Question Answering over RDF — A Graph Data Driven Approach | 2014 | SIGMOD | 7.3743561e-05 |
| 3,574 | KBQA: Learning Question Answering over QA Corpora and Knowledge Bases | 2017 | VLDB | 6.9533902e-05 |
| 5,365 | Question Answering Over Knowledge Graphs: Question Understanding Via Template Decomposition | 2018 | VLDB | 5.5461187e-05 |
| 5,385 | Indexing Dataspaces | 2007 | SIGMOD | 5.5381684e-05 |
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