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BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages

Mar 16, 2022
Manuel Mager, Arturo Oncevay, Elisabeth Mager, Katharina Kann, Ngoc Thang Vu

* Accepted to Findings of ACL 2022 

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IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation Task

Jun 30, 2021
Pavel Denisov, Manuel Mager, Ngoc Thang Vu

* IWSLT 2021 

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AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages

Apr 18, 2021
Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary, Luis Chiruzzo, Angela Fan, John Ortega, Ricardo Ramos, Annette Rios, Ivan Vladimir, Gustavo A. Giménez-Lugo, Elisabeth Mager, Graham Neubig, Alexis Palmer, Rolando A. Coto Solano, Ngoc Thang Vu, Katharina Kann

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Tackling the Low-resource Challenge for Canonical Segmentation

Oct 06, 2020
Manuel Mager, Özlem Çetinoğlu, Katharina Kann

* Accepted to EMNLP 2020 

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GPT-too: A language-model-first approach for AMR-to-text generation

May 27, 2020
Manuel Mager, Ramon Fernandez Astudillo, Tahira Naseem, Md Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos

* Paper accepted to the Annual Meeting of the Association for Computational Linguistics (ACL 2020) 

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The IMS-CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion

May 25, 2020
Manuel Mager, Katharina Kann

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Subword-Level Language Identification for Intra-Word Code-Switching

Apr 03, 2019
Manuel Mager, Özlem Çetinoğlu, Katharina Kann

* NAACL-HLT 2019 

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Lost in Translation: Analysis of Information Loss During Machine Translation Between Polysynthetic and Fusional Languages

Jul 01, 2018
Manuel Mager, Elisabeth Mager, Alfonso Medina-Urrea, Ivan Meza, Katharina Kann

* To appear in "All Together Now? Computational Modeling of Polysynthetic Languages" Workshop, at COLING 2018 

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Challenges of language technologies for the indigenous languages of the Americas

Jun 12, 2018
Manuel Mager, Ximena Gutierrez-Vasques, Gerardo Sierra, Ivan Meza

* In Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018) 

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Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages

Apr 17, 2018
Katharina Kann, Manuel Mager, Ivan Meza-Ruiz, Hinrich Schütze

* Long Paper, 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 

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