Anup Anand Deshmukh

Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach

In this paper, we address unsupervised chunking as a new task of syntactic structure induction, which is helpful for understanding the linguistic structures of human languages as well as processing low-resource languages. We propose a knowledge-transfer approach that heuristically induces chunk labe…