GrailQA

Strongly Generalizable Question Answering (GrailQA) is a new large-scale, high-quality dataset for question answering on knowledge bases (KBQA) on Freebase with 64,331 questions annotated with both answers and corresponding logical forms in different syntax (i.e., SPARQL, S-expression, etc.). It can be used to test thr

Papers using GrailQA (4)

Code-on-Graph: Iterative Programmatic Reasoning via Large Language Models on Knowledge Graphs2026FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering2023 · 8 citesCode-Style In-Context Learning for Knowledge-Based Question Answering2023 · 1 citesBring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA2023