Papers by Isaac Zhao
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions (2024.findings-emnlp)
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| Challenge: | Large Language Models (LLMs) have led to significant improvements in the Knowledge Base Question Answering task. |
| Approach: | They introduce an expert-annotated KBQA dataset from Wikidata’s “Request a Query” forum with 320 decontextualized question-SPARQL pairs. |
| Outcome: | The SPINACH dataset outperforms baselines on the QALD-7, QADL-9 Plus and QAL-10 datasets by 31.0%, 27.0% and 10.0% in F1 respectively. |