Manuel Mager | DeepAI

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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...

0 Manuel Mager, et al. ∙

∙ 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-...

0 Manuel Mager, et al. ∙

∙ 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)...

0 Marwa Gaser, et al. ∙

∙ 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...

0 Manuel Mager, et al. ∙

∙ 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...

0 Pavel Denisov, et al. ∙

∙ 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...

12 Abteen Ebrahimi, et al. ∙

∙ 10/06/2020

Tackling the Low-resource Challenge for Canonical Segmentation

Canonical morphological segmentation consists of dividing words into the...

0 Manuel Mager, et al. ∙

∙ 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...

0 Manuel Mager, et al. ∙

∙ 05/18/2020

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

Abstract Meaning Representations (AMRs) are broad-coverage sentence-leve...

0 Manuel Mager, et al. ∙

∙ 04/03/2019

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

Language identification for code-switching (CS), the phenomenon of alter...

0 Manuel Mager, et al. ∙

∙ 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...

0 Manuel Mager, et al. ∙

∙ 06/12/2018

Challenges of language technologies for the indigenous languages of the Americas

Indigenous languages of the American continent are highly diverse. Howev...

0 Manuel Mager, et al. ∙

∙ 04/17/2018

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

Morphological segmentation for polysynthetic languages is challenging, b...

0 Katharina Kann, et al. ∙

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