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NAPG: Non-Autoregressive Program Generation for Hybrid Tabular-Textual Question Answering


Nov 07, 2022
Tengxun Zhang, Hongfei Xu, Josef van Genabith, Deyi Xiong, Hongying Zan

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Explaining Translationese: why are Neural Classifiers Better and what do they Learn?


Oct 24, 2022
Kwabena Amponsah-Kaakyire, Daria Pylypenko, Josef van Genabith, Cristina EspaƱa-Bonet

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* 16 pages, 7 figures, 4 tables. The first 2 authors contributed equally. Accepted to BlackboxNLP 2022 (at EMNLP 2022) 

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Exploiting Social Media Content for Self-Supervised Style Transfer


May 18, 2022
Dana Ruiter, Thomas Kleinbauer, Cristina EspaƱa-Bonet, Josef van Genabith, Dietrich Klakow

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* 13 pages, 2 figures, accepted as a long paper at SocialNLP 2022 (@NAACL) 

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Towards Debiasing Translation Artifacts


May 16, 2022
Koel Dutta Chowdhury, Rricha Jalota, Cristina EspaƱa-Bonet, Josef van Genabith

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* Accepted to NAACL 2022, Main Conference 

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Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification


Sep 15, 2021
Daria Pylypenko, Kwabena Amponsah-Kaakyire, Koel Dutta Chowdhury, Josef van Genabith, Cristina EspaƱa-Bonet

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* 9 pages, 5 pages appendix, 2 figures, 7 tables. The first 3 authors contributed equally. Accepted to EMNLP 2021, Main Conference 

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Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages


Jul 19, 2021
Dana Ruiter, Dietrich Klakow, Josef van Genabith, Cristina EspaƱa-Bonet

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* 11 pages, 8 figures, accepted at MT-Summit 2021 (Research Track) 

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Linguistically inspired morphological inflection with a sequence to sequence model


Sep 04, 2020
Eleni Metheniti, Guenter Neumann, Josef van Genabith

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* 13 pages, 6 figures 

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Transformer with Depth-Wise LSTM


Jul 13, 2020
Hongfei Xu, Qiuhui Liu, Deyi Xiong, Josef van Genabith

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Learning Source Phrase Representations for Neural Machine Translation


Jun 25, 2020
Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu, Jingyi Zhang

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Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change


May 05, 2020
Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu

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