Constituency Grammar Induction

Constituency Grammar Induction is an important subtask in natural language processing, aimed at automatically deriving syntactic structure rules from unannotated text data to construct a phrase structure grammar. This task achieves a deeper understanding of language structure by analyzing the components of sentences and their hierarchical relationships, which helps improve the accuracy and robustness of applications such as machine translation and sentiment analysis.