Building a Dictionary of Affixal Negations

Chantal van Son, Emiel van Miltenburg, Roser Morante


Abstract
This paper discusses the need for a dictionary of affixal negations and regular antonyms to facilitate their automatic detection in text. Without such a dictionary, affixal negations are very difficult to detect. In addition, we show that the set of affixal negations is not homogeneous, and that different NLP tasks may require different subsets. A dictionary can store the subtypes of affixal negations, making it possible to select a certain subset or to make inferences on the basis of these subtypes. We take a first step towards creating a negation dictionary by annotating all direct antonym pairs inWordNet using an existing typology of affixal negations. By highlighting some of the issues that were encountered in this annotation experiment, we hope to provide some insights into the necessary steps of building a negation dictionary.
Anthology ID:
W16-5007
Volume:
Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM)
Month:
December
Year:
2016
Address:
Osaka, Japan
Venues:
EXprom | WS
SIG:
Publisher:
The COLING 2016 Organizing Committee
Note:
Pages:
49–56
Language:
URL:
https://aclanthology.org/W16-5007
DOI:
Bibkey:
Cite (ACL):
Chantal van Son, Emiel van Miltenburg, and Roser Morante. 2016. Building a Dictionary of Affixal Negations. In Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM), pages 49–56, Osaka, Japan. The COLING 2016 Organizing Committee.
Cite (Informal):
Building a Dictionary of Affixal Negations (van Son et al., 2016)
Copy Citation:
PDF:
https://aclanthology.org/W16-5007.pdf
Code
 cltl/lexical-negation-dictionary