Invited Talk: Barbara Plank, IT University of Copenhagen

摘要

How can we build Natural Language Processing models for new domains and new languages? In this talk I will survey some recent advances to address this challenge, from multi-task learning, data selection, cross-lingual transfer to learning models under distant supervision from disparate sources, and outline open challenges. The talk will focus on two target applications: part-of-speech tagging and dependency parsing.