Co-reference is a Linguistic phenomenon where Multiple expressions in a text refer to the Same entity or concept. It is crucial for ensuring coherence and understanding in both Natural Language Processing and Human Communication, as it helps resolve ambiguities by tracking mentions of the same Underlying referent.