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most citediText2KG: Incremental Knowledge Graphs Construction Using Large Language Models

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cs.AI2026

C-Unseen: Weak Signal Detection in Dynamic Temporal Knowledge Graphs via LLM Reasoning

Yassir Lairgi, Ludovic Moncla, Khalid Benabdeslem +2

Weak signals are early, low-visibility indicators that precede significant changes before those changes become established. Existing detection methods, based on keyword frequency,…