@inproceedings{agic-schluter-2017-train,
title = "How (not) to train a dependency parser: The curious case of jackknifing part-of-speech taggers",
author = "Agi{\'c}, {\v{Z}}eljko and
Schluter, Natalie",
editor = "Barzilay, Regina and
Kan, Min-Yen",
booktitle = "Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)",
month = jul,
year = "2017",
address = "Vancouver, Canada",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/P17-2107",
doi = "10.18653/v1/P17-2107",
pages = "679--684",
abstract = "In dependency parsing, jackknifing taggers is indiscriminately used as a simple adaptation strategy. Here, we empirically evaluate when and how (not) to use jackknifing in parsing. On 26 languages, we reveal a preference that conflicts with, and surpasses the ubiquitous ten-folding. We show no clear benefits of tagging the training data in cross-lingual parsing.",
}
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%0 Conference Proceedings
%T How (not) to train a dependency parser: The curious case of jackknifing part-of-speech taggers
%A Agić, Željko
%A Schluter, Natalie
%Y Barzilay, Regina
%Y Kan, Min-Yen
%S Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
%D 2017
%8 July
%I Association for Computational Linguistics
%C Vancouver, Canada
%F agic-schluter-2017-train
%X In dependency parsing, jackknifing taggers is indiscriminately used as a simple adaptation strategy. Here, we empirically evaluate when and how (not) to use jackknifing in parsing. On 26 languages, we reveal a preference that conflicts with, and surpasses the ubiquitous ten-folding. We show no clear benefits of tagging the training data in cross-lingual parsing.
%R 10.18653/v1/P17-2107
%U https://aclanthology.org/P17-2107
%U https://doi.org/10.18653/v1/P17-2107
%P 679-684
Markdown (Informal)
[How (not) to train a dependency parser: The curious case of jackknifing part-of-speech taggers](https://aclanthology.org/P17-2107) (Agić & Schluter, ACL 2017)
ACL