Treebanks

Treebanks are collections of sentences that have been carefully annotated with their grammatical structure, showing how words relate to each other. Think of them as detailed maps of language, where each sentence is broken down into parts like nouns, verbs, and relationships, organized in a tree-like diagram. These annotated datasets help computers understand language patterns, enabling better natural language processing tasks such as translation, speech recognition, and grammar analysis. Essentially, treebanks serve as foundational resources that teach machines the grammatical rules and structures inherent in human language.