Biaffine Dependency Parser for Korean

Biaffine 한국어 의존파서

  • Shadikhodjaev, Uygun (Department of Computer Science, Chungbuk National University) ;
  • Min, Tae Hong (Department of Computer Science, Chungbuk National University) ;
  • Youn, Junyoung (Department of Computer Science, Chungbuk National University) ;
  • Lee, Jae Sung (Department of Computer Science, Chungbuk National University)
  • Published : 2018.10.12

Abstract

Dependency parsing is an important task in natural language processing whose results are used in many downstream tasks such as machine translation, information retrieval, relation extraction, question answering and many others. Most of the dependency parsing literature focuses on using end-to-end and sequence-to-sequence neural architectures as the core of the system. One such system, namely Biaffine dependency parser is explored in the current paper for effective dependency parsing of Korean language.