cover of episode What Is KBQA and What Are Its Benchmarks?

What Is KBQA and What Are Its Benchmarks?

2024/6/8
logo of podcast Machine Learning Tech Brief By HackerNoon

Machine Learning Tech Brief By HackerNoon

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This story was originally published on HackerNoon at: https://hackernoon.com/what-is-kbqa-and-what-are-its-benchmarks). The KBQA task aims to make large knowledge bases accessible by natural language.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning). You can also check exclusive content about #llms), #seq2seq), #natural-language-processing), #kbqa), #large-knowledge-bases), #semantic-parsing), #entity-linking), #kbqa-benchmarks), and more.

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            The KBQA task aims to make large knowledge bases accessible by natural language. One common approach is semantic parsing where a natural language query is translated into a formal logical form, which is then executed to retrieve an answer from the knowledge base. To handle large KBs, one method is to formulate SP as a multi-staged search problem.