. . . . "LLM-Align: Utilizing Large Language Models for Entity Alignment in Knowledge Graphs" . . . . . . . . . . . . . "AttrGNN" . . "BERT-INT" . . "ChatEA" . . "DERA" . . "DERA-R" . . "GCN-Align" . . "HMAN" . . . "LLM-Align is a three-stage framework for Entity Alignment (EA) that leverages LLMs. It uses heuristic methods for attribute and relation selection to create informative prompts and a multi-round voting mechanism to mitigate LLM hallucinations and positional bias, aiming to improve the accuracy of matching entities across KGs. Entity alignment is a crucial step in KG integration, falling under KG construction." . "LLM-Align" . . . "LLMEA" . . "TEA" . . . "2026-02-25T16:56:47.293Z"^^ . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "i6QzxVLNsCDAeBi50BcVM2h1M7tQOR84VjJ1CUKmQCNCv0ZWrjZiPiKHs7JDdcWzhlsNT0I5AXJ6+07I0ItPqXtdg9Xoql3zijm4uJb8/krjH6EjTk6Sc/1WGpRdfQVHE1RHuBkWanYe+jx06yvIWSksUMujbBM5vqZ8FTonVgIjPynF0Hz9DyW1yWIJjr0RxoAwwuYEOml8wD3cdIEk4xoXXYzaK6NFOn4RdAmeWpQKalmVMxT/qaPbBxmHBBt1gPpqBnZQvbIFllALujZj4tkajeGMhYAX9UIyaAvtj1zPA4HwoVDA32Jt+xYqen+bNdvsi9LP5MoYM6bcZ2vaXA==" . . .