. . . . "Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering" . . . . . . . . . . . . "Chain-of-Thought (CoT) prompting" . . "ChatKBQA" . . . "GoG is a training-free method designed for Incomplete Knowledge Graph Question Answering (IKGQA). It treats the LLM as both an agent to explore KGs and as a knowledge source to generate new factual triples when existing KG knowledge is insufficient. The method's Thinking-Searching-Generating framework enables the LLM to bridge knowledge gaps and answer questions that conventional KGQA methods fail on due to KG incompleteness." . "Generate-on-Graph (GoG)" . . . "KB-BINDER" . . "RoG" . . "Self-Consistency (SC)" . . "Standard Prompting (IO prompt)" . . "StructGPT" . . "ToG" . . . "2026-02-25T16:54:32.685Z"^^ . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "AtrnOC7YUS7yraYwJrrJE4CAIuVKG5N/dWLHJNnH2ZSkqeMZsz2Xq0Z5WpSidbkmmrXoYZBgv2NYSO/8o2tMv/Eqe17twc+eCTuXCoGIAlPW/RfkWgWLa6BmejmBSNzxfEGrFaUQe0XIj5TXorl3xb7t8Bd1jRQU2Yon4N+S02ovMH+XjlluI+j/iFvB0U1OHzvxA7xLavtURkPYDRXWVjDAEBPqhYZpiSVLblqz/Qvl4u8BjCiRlO8HB8CqFWllXvGDGmFbiaYHruQefvl8s1RJcCk583ZvN/thKd4cWY/W+0W6UTgUlqWxQaOHmFUrfbLLa8YMyoEOpMC1ouy2rg==" . . .