loading
Documents

Research.Publish.Connect.

Paper

Authors: Jürgen Hermes 1 ; Michael Richter 2 and Claes Neuefeind 1

Affiliations: 1 Cologne University, Germany ; 2 Leipzig University, Germany

ISBN: 978-989-758-275-2

Keyword(s): Machine Learning, Classification, Aspectual Verb Classes, Subcategorization Frame based Approach, Window based Approach.

Abstract: The present study examines the results of two experiments: the aspectual classification of German verbs within a window-based distributional framework and the classification within a subcategorization-frame-based framework. The predictive power of pure, unstructured co-occurrences of verbs is compared against that of linguistically motivated, well defined co-occurrences which we denote as informed distributional framework. Using a support vector machine classifier and a classification into an extended Vendler classification (Vendler, 1967) as the gold standard, we observe excellent results in both frameworks which perform almost on a par.

PDF ImageFull Text

Download
Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 34.228.41.66

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Hermes J., Richter M. and Neuefeind C. (2018). Supervised Classification of Aspectual Verb Classes in German - Subcategorization-Frame-Based vs Window-Based Approach: A Comparison.In Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 1: NLPinAI, ISBN 978-989-758-275-2, pages 653-662. DOI: 10.5220/0006728106530662

@conference{nlpinai18,
author={Jürgen Hermes and Michael Richter and Claes Neuefeind},
title={Supervised Classification of Aspectual Verb Classes in German - Subcategorization-Frame-Based vs Window-Based Approach: A Comparison},
booktitle={Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 1: NLPinAI,},
year={2018},
pages={653-662},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006728106530662},
isbn={978-989-758-275-2},
}

TY - CONF

JO - Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 1: NLPinAI,
TI - Supervised Classification of Aspectual Verb Classes in German - Subcategorization-Frame-Based vs Window-Based Approach: A Comparison
SN - 978-989-758-275-2
AU - Hermes J.
AU - Richter M.
AU - Neuefeind C.
PY - 2018
SP - 653
EP - 662
DO - 10.5220/0006728106530662

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.