@inproceedings{gooding-etal-2021-word,
title = "Word Complexity is in the Eye of the Beholder",
author = "Gooding, Sian and
Kochmar, Ekaterina and
Yimam, Seid Muhie and
Biemann, Chris",
editor = "Toutanova, Kristina and
Rumshisky, Anna and
Zettlemoyer, Luke and
Hakkani-Tur, Dilek and
Beltagy, Iz and
Bethard, Steven and
Cotterell, Ryan and
Chakraborty, Tanmoy and
Zhou, Yichao",
booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = jun,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.naacl-main.351",
doi = "10.18653/v1/2021.naacl-main.351",
pages = "4439--4449",
abstract = "Lexical complexity is a highly subjective notion, yet this factor is often neglected in lexical simplification and readability systems which use a {''}one-size-fits-all{''} approach. In this paper, we investigate which aspects contribute to the notion of lexical complexity in various groups of readers, focusing on native and non-native speakers of English, and how the notion of complexity changes depending on the proficiency level of a non-native reader. To facilitate reproducibility of our approach and foster further research into these aspects, we release a dataset of complex words annotated by readers with different backgrounds.",
}
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<abstract>Lexical complexity is a highly subjective notion, yet this factor is often neglected in lexical simplification and readability systems which use a ”one-size-fits-all” approach. In this paper, we investigate which aspects contribute to the notion of lexical complexity in various groups of readers, focusing on native and non-native speakers of English, and how the notion of complexity changes depending on the proficiency level of a non-native reader. To facilitate reproducibility of our approach and foster further research into these aspects, we release a dataset of complex words annotated by readers with different backgrounds.</abstract>
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%0 Conference Proceedings
%T Word Complexity is in the Eye of the Beholder
%A Gooding, Sian
%A Kochmar, Ekaterina
%A Yimam, Seid Muhie
%A Biemann, Chris
%Y Toutanova, Kristina
%Y Rumshisky, Anna
%Y Zettlemoyer, Luke
%Y Hakkani-Tur, Dilek
%Y Beltagy, Iz
%Y Bethard, Steven
%Y Cotterell, Ryan
%Y Chakraborty, Tanmoy
%Y Zhou, Yichao
%S Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
%D 2021
%8 June
%I Association for Computational Linguistics
%C Online
%F gooding-etal-2021-word
%X Lexical complexity is a highly subjective notion, yet this factor is often neglected in lexical simplification and readability systems which use a ”one-size-fits-all” approach. In this paper, we investigate which aspects contribute to the notion of lexical complexity in various groups of readers, focusing on native and non-native speakers of English, and how the notion of complexity changes depending on the proficiency level of a non-native reader. To facilitate reproducibility of our approach and foster further research into these aspects, we release a dataset of complex words annotated by readers with different backgrounds.
%R 10.18653/v1/2021.naacl-main.351
%U https://aclanthology.org/2021.naacl-main.351
%U https://doi.org/10.18653/v1/2021.naacl-main.351
%P 4439-4449
Markdown (Informal)
[Word Complexity is in the Eye of the Beholder](https://aclanthology.org/2021.naacl-main.351) (Gooding et al., NAACL 2021)
ACL
- Sian Gooding, Ekaterina Kochmar, Seid Muhie Yimam, and Chris Biemann. 2021. Word Complexity is in the Eye of the Beholder. In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4439–4449, Online. Association for Computational Linguistics.