The Role of Reentrancies in Abstract Meaning Representation Parsing

Code

• github.com/mdtux89/amr-reentrancies
  OfficialIn papernone★ 2

Abstract

Abstract Meaning Representation (AMR) parsing aims at converting sentences into AMR representations. These are graphs and not trees because AMR supports reentrancies (nodes with more than one parent). Following previous findings on the importance of reen- trancies for AMR, we empirically find and discuss several linguistic phenomena respon- sible for reentrancies in AMR, some of which have not received attention before. We cate- gorize the types of errors AMR parsers make with respect to reentrancies. Furthermore, we find that correcting these errors provides an in- crease of up to 5\% Smatch in parsing perfor- mance and 20\% in reentrancy prediction

Tasks

Reproductions