. . . . "Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering" . . . . . . . . . . "EmbedKGQA" . . "GraphNet" . . "HGNet" . . . "This method introduces a novel two-stage LLM-based KGQA system to generalize across heterogeneous KGs. It utilizes an ontology-guided hybrid prompt learning strategy, integrating KG ontology into prompts for semantic parsing and KG content population, and employs task-specific decoding strategies to ensure SPARQL query validity. The primary goal is to improve KGQA performance and generalization using LLMs." . "OntoSCPrompt" . . . "PullNet" . . "STaG-QA" . . "TERP" . . . "2026-02-26T16:27:05.185Z"^^ . . . "LLM-KG assessment for paper 10.48550/arXiv.2502.03992" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "WZClPit8AH5yMSgPM+5G/nXlJD05q3evyfe95joXw2MLY0iyuUBoyFK71Jz0MHQP/Ob0QYvqWzqkkFFzvzUk/k/8/Ca957QufHRByXVJUrYthOuvFGeu2uwgQUclUqDdypX0XDciO1BjAMjG5lXchxjGNOk8IXsk2uEvhp+N/6L3aUM0FU+46QUiMZ9DxxisH8suMexG5rvCbI++ntu9+AokkK3dFhu6u2q1GPPZzTdYiEhHrfXzEmqVxOtHcPjnEeMVZwUv5T8gFYQ9POYRQEdzK8tj/orSOyBB++XHRj/FkdtT+Zny0Xqgo0l3cQuvDv7H0AaN6ZWSu7qZo5tmhg==" . . .