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DeepIDDFS: efficient entity resolution with hybrid embeddings
DeepIDDFS is introduced, a scalable node embedding designed for ER in large and dynamic graphs that employs an iterative deepening depth-first search (IDDFS), integrates BERT-based semantic embeddings to handle noisy and inconsistent attributes, and incorporates a time-aware aggregation mechanism that emphasizes recent...