@inproceedings{nakov-2016-negation,
title = "Negation and Modality in Machine Translation",
author = "Nakov, Preslav",
editor = "Blanco, Eduardo and
Morante, Roser and
Saur{\'\i}, Roser",
booktitle = "Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics ({E}x{P}ro{M})",
month = dec,
year = "2016",
address = "Osaka, Japan",
publisher = "The COLING 2016 Organizing Committee",
url = "https://aclanthology.org/W16-5005",
pages = "41",
abstract = "Negation and modality are two important grammatical phenomena that have attracted recent research attention as they can contribute to extra-propositional meaning aspects, among with factuality, attribution, irony and sarcasm. These aspects go beyond analysis such as semantic role labeling, and modeling them is important as a step towards a higher level of language understanding, which is needed for practical applications such as sentiment analysis. In this talk, I will go beyond English, and I will discuss how negation and modality are expressed in other languages. I will also go beyond sentiment analysis and I will present some challenges that the two phenomena pose for machine translation (MT). In particular, I will demonstrate how contemporary MT systems fail on them, and I will discuss some possible solutions.",
}
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%0 Conference Proceedings
%T Negation and Modality in Machine Translation
%A Nakov, Preslav
%Y Blanco, Eduardo
%Y Morante, Roser
%Y Saurí, Roser
%S Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM)
%D 2016
%8 December
%I The COLING 2016 Organizing Committee
%C Osaka, Japan
%F nakov-2016-negation
%X Negation and modality are two important grammatical phenomena that have attracted recent research attention as they can contribute to extra-propositional meaning aspects, among with factuality, attribution, irony and sarcasm. These aspects go beyond analysis such as semantic role labeling, and modeling them is important as a step towards a higher level of language understanding, which is needed for practical applications such as sentiment analysis. In this talk, I will go beyond English, and I will discuss how negation and modality are expressed in other languages. I will also go beyond sentiment analysis and I will present some challenges that the two phenomena pose for machine translation (MT). In particular, I will demonstrate how contemporary MT systems fail on them, and I will discuss some possible solutions.
%U https://aclanthology.org/W16-5005
%P 41
Markdown (Informal)
[Negation and Modality in Machine Translation](https://aclanthology.org/W16-5005) (Nakov, EXprom 2016)
ACL
- Preslav Nakov. 2016. Negation and Modality in Machine Translation. In Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM), page 41, Osaka, Japan. The COLING 2016 Organizing Committee.