TU Darmstadt / ULB / TUbiblio

Neural Disambiguation of Causal Lexical Markers Based on Context

Martínez Cámara, Eugenio and Shwartz, Vered and Gurevych, Iryna and Dagan, Ido (2017):
Neural Disambiguation of Causal Lexical Markers Based on Context.
In: Proceedings of the 12th International Conference on Computational Semantics (IWCS 2017), Association for Computational Linguistics, Montpellier, France, Volume 2: Short papers, [Online-Edition: http://aclweb.org/anthology/W17-6927],
[Conference or Workshop Item]

Abstract

We propose a neural network architecture for the task of causality classification. We claim that the encoding of the meaning of a sentence is required for the disambiguation of its causal meaning. Our results show that our claim holds, and we outperform the state-of-the-art.

Item Type: Conference or Workshop Item
Erschienen: 2017
Creators: Martínez Cámara, Eugenio and Shwartz, Vered and Gurevych, Iryna and Dagan, Ido
Title: Neural Disambiguation of Causal Lexical Markers Based on Context
Language: English
Abstract:

We propose a neural network architecture for the task of causality classification. We claim that the encoding of the meaning of a sentence is required for the disambiguation of its causal meaning. Our results show that our claim holds, and we outperform the state-of-the-art.

Title of Book: Proceedings of the 12th International Conference on Computational Semantics (IWCS 2017)
Volume: Volume 2: Short papers
Publisher: Association for Computational Linguistics
Uncontrolled Keywords: UKP_reviewed;UKP_p_DIP
Divisions: 20 Department of Computer Science
20 Department of Computer Science > Ubiquitous Knowledge Processing
Event Location: Montpellier, France
Date Deposited: 16 Jul 2017 18:06
Official URL: http://aclweb.org/anthology/W17-6927
Identification Number: TUD-CS-2017-0186
Export:
Suche nach Titel in: TUfind oder in Google

Optionen (nur für Redakteure)

View Item View Item