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most citedPre-training, fine-tuning, and distillation (PFD): Automatically generating machine learning force fields from universal models

9 citations

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cs.AI2026

Autonomous Knowledge Graph Exploration with Adaptive Breadth-Depth Retrieval

Joaquín Polonuer, Lucas Vittor, Iñaki Arango +4

Retrieving evidence for language model queries from knowledge graphs requires balancing broad search across the graph with multi-hop traversal to follow relational links. Similarit…