🔖 [2407.11417] SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions https://arxiv.org/abs/2407.11417
Recent work integrating Large Language Models (LLMs) has led to significant improvements in the Knowledge Base Question Answering (KBQA) task. However, we posit that existing KBQA datasets that either have simple questions, use synthetically generated logical forms, or are based on small knowledge base (KB) schemas, do not capture the true complexity of KBQA tasks.
Ed Summers /
npub1v6…3ppk0
2024-07-31 16:43:16
Author Public Key
npub1v6nkracnrlmr7wkgdse0dw3qctqpdvvyc22yr4wyu6tsvac0nq7s03ppk0Published at
2024-07-31 16:43:16Event JSON
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"content": "🔖 [2407.11417] SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions https://arxiv.org/abs/2407.11417 \n\nRecent work integrating Large Language Models (LLMs) has led to significant improvements in the Knowledge Base Question Answering (KBQA) task. However, we posit that existing KBQA datasets that either have simple questions, use synthetically generated logical forms, or are based on small knowledge base (KB) schemas, do not capture the true complexity of KBQA tasks.",
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