SPARKLE

Reported on 4 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing4 results

Question AnsweringonSimpleQuestionsWikiData
F1· 2024-06-29
79.6
SOTA
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding arXiv:2407.01626
Question AnsweringonWebQuestionsSP
F1· 2024-06-29
71.1
best: 83.5 (ChatKBQA)
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding arXiv:2407.01626
Question AnsweringonWebQuestionsSP
Hits@1· 2024-06-29
71.2
best: 86.4 (ChatKBQA)
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding arXiv:2407.01626
Question AnsweringonLC-QuAD 1.0
F1· 2024-06-29
72.2
best: 78.1 (HGNet (oracle entity used))
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding arXiv:2407.01626