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Computer-assisted stylistic revision with incomplete and noisy feedback. A pilot study

Meyer, Christian M. and Koch, Johann Frerik :
Computer-assisted stylistic revision with incomplete and noisy feedback. A pilot study.
[Online-Edition: http://aclweb.org/anthology/W16-0505]
Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications held in conjunction with NAACL 2016
[Conference or Workshop Item] , (2016)

Official URL: http://aclweb.org/anthology/W16-0505

Abstract

We investigate how users of intelligent writing assistance tools deal with correct, incorrect, and incomplete feedback. To this end, we conduct an empirical user study around an L1 text revision task for German. Our participants should revise stylistic issues in two given texts using a novel web-based writing environment that highlights potential issues and provides corresponding feedback messages. In comparison to a control group, we find that precision plays a more important role than recall, which confirms previous findings for other languages, issue types, user groups, and experimental setups.

Item Type: Conference or Workshop Item
Erschienen: 2016
Creators: Meyer, Christian M. and Koch, Johann Frerik
Title: Computer-assisted stylistic revision with incomplete and noisy feedback. A pilot study
Language: English
Abstract:

We investigate how users of intelligent writing assistance tools deal with correct, incorrect, and incomplete feedback. To this end, we conduct an empirical user study around an L1 text revision task for German. Our participants should revise stylistic issues in two given texts using a novel web-based writing environment that highlights potential issues and provides corresponding feedback messages. In comparison to a control group, we find that precision plays a more important role than recall, which confirms previous findings for other languages, issue types, user groups, and experimental setups.

Title of Book: Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications held in conjunction with NAACL 2016
Uncontrolled Keywords: UKP_a_ENLP;UKP_a_WALL;UKP_p_EduWeb;UKP_reviewed
Divisions: Department of Computer Science
Department of Computer Science > Ubiquitous Knowledge Processing
DFG-Graduiertenkollegs
DFG-Graduiertenkollegs > Research Training Group 1994 Adaptive Preparation of Information from Heterogeneous Sources
Event Location: San Diego, CA, USA
Date Deposited: 31 Dec 2016 14:29
Official URL: http://aclweb.org/anthology/W16-0505
Identification Number: TUD-CS-2016-0084
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