autonomous agents 1data integration 1decision-theoretic methods 1entity resolution 1streaming data 1
From the 1 of 6 linked papers with an AI index.
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cs.DB2026
AgenticER: the next frontier in Entity Resolution
George Papadakis, Panos Korovesis, Manolis Koubarakis +1
The paper proposes Agentic Entity Resolution, a new paradigm where autonomous agents actively plan and execute sequential decision-making steps to resolve entities, gathering evide…
cs.DB2026
DistillER: Knowledge Distillation in Entity Resolution with Large Language Models
Alexandros Zeakis, George Papadakis, Dimitrios Skoutas +1
Recent advances in Entity Resolution (ER) have leveraged Large Language Models (LLMs), achieving strong performance but at the cost of substantial computational resources or high f…