Duplicate content detection techniques aim to identify replicated or similar content across websites or documents. A new technique uses a combination of semantic and syntactic analysis to more accurately detect near-duplicate content while avoiding false positives. This involves analyzing word order, word meanings, and paragraph structure to identify related content in a more flexible and nuanced way compared to traditional word-for-word matching algorithms.