Manuel Mager
21 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
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Conferences
ACL (8)
NAACL (5)
COLING (2)
EMNLP (2)
IJCNLP (2)
AACL (1)
EACL (1)
Top co-authors
Keywords
machine translation
(8)
indigenous language
(8)
low-resource language
(8)
shared task
(4)
morphological segmentation
(3)
multi-agent system
(3)
pointer-generator network
(2)
transfer learning
(2)
polysynthetic language
(2)
data augmentation
(2)
sequence-to-sequence model
(2)
low-resource speech translation
(2)
unit test
(2)
cascaded system
(2)
human evaluation
(2)
automatic speech recognition
(2)
code generation
(2)
evaluation metric
(2)
error correction
(2)
semantic parsing
(1)
Papers
Findings of the AmericasNLP 2025 Shared Tasks on Machine Translation, Creation of Educational Material, and Translation Metrics for Indigenous Languages of the Americas
NAACL 2025
NALA_MAINZ at BLP-2025 Task 2: A Multi-agent Approach for Bengali Instruction to Python Code Generation
IJCNLP 2025
Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty
EMNLP 2025
NALA_MAINZ at BLP-2025 Task 2: A Multi-agent Approach for Bengali Instruction to Python Code Generation
AACL 2025
Findings of the AmericasNLP 2024 Shared Task on Machine Translation into Indigenous Languages
NAACL 2024
Findings of the AmericasNLP 2024 Shared Task on the Creation of Educational Materials for Indigenous Languages
NAACL 2024
Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text
EACL 2023
Ethical Considerations for Machine Translation of Indigenous Languages: Giving a Voice to the Speakers
ACL 2023
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction
ACL 2023
Findings of the AmericasNLP 2023 Shared Task on Machine Translation into Indigenous Languages
ACL 2023
BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages
ACL 2022
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages
ACL 2022
Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the Americas
NAACL 2021
IMSβ Systems for the IWSLT 2021 Low-Resource Speech Translation Task
ACL 2021
IMSβ Systems for the IWSLT 2021 Low-Resource Speech Translation Task
IJCNLP 2021
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation
ACL 2020
Tackling the Low-resource Challenge for Canonical Segmentation
EMNLP 2020
The IMSβCUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion
ACL 2020
Subword-Level Language Identification for Intra-Word Code-Switching
NAACL 2019
Challenges of language technologies for the indigenous languages of the Americas
COLING 2018
Lost in Translation: Analysis of Information Loss During Machine Translation Between Polysynthetic and Fusional Languages
COLING 2018