A benchmark organized by a six-type taxonomy of ambiguous graph queries reportedly shows that nine LLMs, including top models, frequently produce wrong query translations.
Laion- 400m: Open dataset of clip-filtered 400 million image-text pairs
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
dataset 1
citation-polarity summary
fields
cs.DB 1years
2025 1verdicts
UNVERDICTED 1roles
dataset 1polarities
unclear 1representative citing papers
citing papers explorer
-
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries?
A benchmark organized by a six-type taxonomy of ambiguous graph queries reportedly shows that nine LLMs, including top models, frequently produce wrong query translations.