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deep-significance - Easy and Meaningful Statistical Significance Testing in the Age of Neural Networks

Apr 14, 2022
Dennis Ulmer, Christian Hardmeier, Jes Frellsen

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Experimental Standards for Deep Learning Research: A Natural Language Processing Perspective

Apr 13, 2022
Dennis Ulmer, Elisa Bassignana, Max Müller-Eberstein, Daniel Varab, Mike Zhang, Christian Hardmeier, Barbara Plank

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Unsupervised Discovery of Unaccusative and Unergative Verbs

Nov 01, 2021
Sharid Loáiciga, Luca Bevacqua, Christian Hardmeier

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How to Write a Bias Statement: Recommendations for Submissions to the Workshop on Gender Bias in NLP

Apr 07, 2021
Christian Hardmeier, Marta R. Costa-jussà, Kellie Webster, Will Radford, Su Lin Blodgett

* This document was originally published as a blog post on the web site of GeBNLP 2020 

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Principal Word Vectors

Jul 09, 2020
Ali Basirat, Christian Hardmeier, Joakim Nivre

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Findings of the 2016 WMT Shared Task on Cross-lingual Pronoun Prediction

Nov 27, 2019
Liane Guillou, Christian Hardmeier, Preslav Nakov, Sara Stymne, Jörg Tiedemann, Yannick Versley, Mauro Cettolo, Bonnie Webber, Andrei Popescu-Belis

* WMT-2016 
* cross-lingual pronoun prediction, WMT, shared task, English, German, French 

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Getting Gender Right in Neural Machine Translation

Sep 11, 2019
Eva Vanmassenhove, Christian Hardmeier, Andy Way

* Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing 
* Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), October-November, 2018. Brussels, Belgium, pages 3003-3008, URL:, DOI: 10.18653/v1/D18-1334 

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Pronoun Translation in English-French Machine Translation: An Analysis of Error Types

Aug 30, 2018
Christian Hardmeier, Liane Guillou

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Automatic Reference-Based Evaluation of Pronoun Translation Misses the Point

Aug 13, 2018
Liane Guillou, Christian Hardmeier

* EMNLP 2018 

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Universal Word Segmentation: Implementation and Interpretation

Jul 09, 2018
Yan Shao, Christian Hardmeier, Joakim Nivre

* Transactions of the Association for Computational Linguistics, vol. 6, pp. 421--435, 2018 

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Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF

Sep 12, 2017
Yan Shao, Christian Hardmeier, Jörg Tiedemann, Joakim Nivre

* 10 pages plus 1 page appendix, 3 figures, IJCNLP 2017 

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Learning Structural Kernels for Natural Language Processing

Aug 10, 2015
Daniel Beck, Trevor Cohn, Christian Hardmeier, Lucia Specia

* Transactions of the Association for Computational Linguistics, 2015 

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