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06/11/2023
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction
Neural models have drastically advanced state of the art for machine tra...
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05/31/2023
Ethical Considerations for Machine Translation of Indigenous Languages: Giving a Voice to the Speakers
In recent years machine translation has become very successful for high-...
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10/11/2022
Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text
Data sparsity is one of the main challenges posed by Code-switching (CS)...
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03/16/2022
BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages
Morphologically-rich polysynthetic languages present a challenge for NLP...
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06/30/2021
IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation Task
This paper describes the submission to the IWSLT 2021 Low-Resource Speec...
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04/18/2021
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages
Pretrained multilingual models are able to perform cross-lingual transfe...
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10/06/2020
Tackling the Low-resource Challenge for Canonical Segmentation
Canonical morphological segmentation consists of dividing words into the...
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05/25/2020
The IMS-CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion
In this paper, we present the systems of the University of Stuttgart IMS...
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05/18/2020
GPT-too: A language-model-first approach for AMR-to-text generation
Abstract Meaning Representations (AMRs) are broad-coverage sentence-leve...
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04/03/2019
Subword-Level Language Identification for Intra-Word Code-Switching
Language identification for code-switching (CS), the phenomenon of alter...
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07/01/2018
Lost in Translation: Analysis of Information Loss During Machine Translation Between Polysynthetic and Fusional Languages
Machine translation from polysynthetic to fusional languages is a challe...
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06/12/2018
Challenges of language technologies for the indigenous languages of the Americas
Indigenous languages of the American continent are highly diverse. Howev...
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04/17/2018