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First Online: 26 July 2024

Limitations

: In order to answer a question with a knowledge base, an entity linking process is required to map the entities in the question to the entities in the knowledge base. However, our study focus on the semantic parsing of KBQA, and our method assumes that we have the linked entities. Our method will be undoubtedly affected by the error from entity process, and are not able to recover the error in the entity linking process.Ethical ConsiderationsOur work focus on generating SPARQL queries with LLMs for KBQA. ICSU relies on LLMs from open-source community and OpenAI API. We strictly follows the terms of service of OpenAI API and open-source licenses. Our work is based on the public datasets, and we do not collect any data from human subjects.

Conference Information

Conference Acronym: KSEM

Conference Name: International Conference on Knowledge Science, Engineering and Management

Conference City: Birmingham

Conference Country: United Kingdom

Conference Year: 2024

Conference Start Date: 16 August 2024

Conference End Date: 18 August 2024

Conference Number: 17

Conference ID: ksem2024

Conference URL: https://ai-edge.net/index.html