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StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes


May 27, 2022
Awantee Deshpande, Dana Ruiter, Marius Mosbach, Dietrich Klakow

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* 12 pages, 2 figures, accepted as a long paper at WOAH at NAACL 2022 

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Exploiting Social Media Content for Self-Supervised Style Transfer


May 18, 2022
Dana Ruiter, Thomas Kleinbauer, Cristina España-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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A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation


May 04, 2022
David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ayoade Ajibade, Tunde Oluwaseyi Ajayi, Yvonne Wambui Gitau, Jade Abbott, Mohamed Ahmed, Millicent Ochieng, Anuoluwapo Aremu, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Koffi Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing Sibanda, Andiswa Bukula, Sam Manthalu

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* Accepted to NAACL 2022 

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Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online


Apr 28, 2022
Dana Ruiter, Liane Reiners, Ashwin Geet D'Sa, Thomas Kleinbauer, Dominique Fohr, Irina Illina, Dietrich Klakow, Christian Schemer, Angeliki Monnier

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* 14 pages, 4 figures, accepted at LREC 2022 (Full Paper) 

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[email protected]: North-Germanic Low-Resource Multilingual NMT


Sep 29, 2021
Svetlana Tchistiakova, Jesujoba Alabi, Koel Dutta Chowdhury, Sourav Dutta, Dana Ruiter

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* To be published WMT2021 

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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 España-Bonet

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

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Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces


Jun 18, 2021
Vanessa Hahn, Dana Ruiter, Thomas Kleinbauer, Dietrich Klakow

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* 9 pages, 4 figures, accepted as a long paper at Workshop on Online Abuse and Harms 2021 

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MENYO-20k: A Multi-domain English-Yorùbá Corpus for Machine Translation and Domain Adaptation


Mar 15, 2021
David I. Adelani, Dana Ruiter, Jesujoba O. Alabi, Damilola Adebonojo, Adesina Ayeni, Mofe Adeyemi, Ayodele Awokoya, Cristina España-Bonet

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* Accepted to the AfricaNLP 2021 Workshop @EACL 2021 

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Emoji-Based Transfer Learning for Sentiment Tasks


Feb 12, 2021
Susann Boy, Dana Ruiter, Dietrich Klakow

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* 6 pages, 2 figures, accepted at EACL-SRW 2021 

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HUMAN: Hierarchical Universal Modular ANnotator


Oct 02, 2020
Moritz Wolf, Dana Ruiter, Ashwin Geet D'Sa, Liane Reiners, Jan Alexandersson, Dietrich Klakow

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* 7 pages, 4 figures, EMNLP - Demonstrations 2020 

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