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The 28th International Conference on Computational Linguistics 2020 (2)
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Hits 1 – 3 of 3
1
Data Augmentation Methods for Anaphoric Zero Pronouns ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Aloraini, Abdulrahman
;
Poesio, Massimo
. - : Underline Science Inc., 2021
Abstract:
Anthology paper link: https://aclanthology.org/2021.crac-1.9.pdf Abstract: In pro-drop language like Arabic, Chinese, Italian, Japanese, Spanish, and many others, unrealized (null) arguments in certain syntactic positions can refer to a previously introduced entity, and are thus called anaphoric zero pronouns. The existing resources for studying anaphoric zero pronoun interpretation are however still limited. In this paper, we use five data augmentation methods to generate and detect anaphoric zero pronouns automatically. We use the augmented data as additional training materials for two anaphoric zero pronoun systems for Arabic. Our experimental results show that data augmentation improves the performance of the two systems, surpassing the state-of-the-art results. ...
Keyword:
Computational Linguistics
;
Machine Learning
;
Machine Learning and Data Mining
;
Natural Language Processing
URL:
https://dx.doi.org/10.48448/atb5-t082
https://underline.io/lecture/39781-data-augmentation-methods-for-anaphoric-zero-pronouns
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2
Neural Coreference Resolution for Arabic ...
The 28th International Conference on Computational Linguistics 2020
;
Aloraini, Abdulrahman
;
Poesio, Massimo
. - : Underline Science Inc., 2020
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3
Anaphoric Zero Pronoun Identification: A Multilingual Approach ...
The 28th International Conference on Computational Linguistics 2020
;
Aloraini, Abdulrahman
;
Poesio, Massimo
. - : Underline Science Inc., 2020
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