Problems in Current Text Simplification Research: New Data Can Help-Reference-Cited by-同舟云学术

Problems in Current Text Simplification Research: New Data Can Help

Published:2015-12 Issue: Volume:3 Page:283-297
ISSN:2307-387X
Container-title:Transactions of the Association for Computational Linguistics
language:en
Short-container-title:TACL

Author:

Xu Wei¹,Callison-Burch Chris¹,Napoles Courtney²

Affiliation:

1. Computer and Information Science Department, University of Pennsylvania,

2. Department of Computer Science, Johns Hopkins University,

Abstract

Simple Wikipedia has dominated simplification research in the past 5 years. In this opinion paper, we argue that focusing on Wikipedia limits simplification research. We back up our arguments with corpus analysis and by highlighting statements that other researchers have made in the simplification literature. We introduce a new simplification dataset that is a significant improvement over Simple Wikipedia, and present a novel quantitative-comparative approach to study the quality of simplification data resources.

Publisher

MIT Press - Journals

Subject

Artificial Intelligence,Computer Science Applications,Linguistics and Language,Human-Computer Interaction,Communication

Link

https://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00139

Reference9 articles.

1. A study of the role of relative clauses in the simplification of news texts for learners of English

2. Modeling Local Coherence: An Entity-Based Approach

3. THE DISTRIBUTION OF THE FLORA IN THE ALPINE ZONE.1

4. What Makes Writing Great? First Experiments on Article Quality Prediction in the Science Journalism Domain

5. Fightin' Words: Lexical Feature Selection and Evaluation for Identifying the Content of Political Conflict

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