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Text-level Discourse Parsing with Rich Linguistic Features

Published 8 July 2012
Vanessa Wei Feng, Graeme Hirst
Citations150

TL;DR

An RST-style text-level discourseparser, based on the HILDA discourse parser, is developed, which significantly improves its tree-building step by incorporating its own rich linguistic features.

Abstract

In this paper, we develop an RST-style textlevel discourse parser, based on the HILDA discourse parser (Hernault et al., 2010b). We significantly improve its tree-building step by incorporating our own rich linguistic features. We also analyze the difficulty of extending traditional sentence-level discourse parsing to text-level parsing by comparing discourseparsing performance under different discourse conditions. 1

Keywords

Computer Science