Manuel Mager
19 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (40) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🔬
Deep Specialist
(10)
👥
Mega-Team · Squad
🤝
Dynamic Duo
(10)
🧬
Topic Evolution
🧭
Keyword Pioneer
🔥
Unstoppable · Bronze
🗃️
Keyword Collector
(79)
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(16)
Applications
(12)
Machine Learning
(10)
Resources & Methods
(9)
Artificial Intelligence
(8)
Interdisciplinary
(6)
Deep Learning
(5)
Core AI
(5)
Architectures
(4)
Generation
(4)
Learning Paradigms
(4)
Learning Types
(4)
Linguistics
(4)
Application Areas
(3)
Core Methods
(2)
Keywords
low-resource language
(8)
indigenous language
(8)
machine translation
(8)
shared task
(4)
morphological segmentation
(3)
multi-agent system
(2)
sequence-to-sequence model
(2)
human evaluation
(2)
polysynthetic language
(2)
pointer-generator network
(2)
evaluation metric
(2)
semantic parsing
(1)
uncertainty quantification
(1)
code generation
(1)
text generation
(1)
neural machine translation
(1)
natural language processing
(1)
zero-shot learning
(1)
cross-lingual transfer
(1)
information loss
(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
AACL 2025
Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty
EMNLP 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
Ethical Considerations for Machine Translation of Indigenous Languages: Giving a Voice to the Speakers
ACL 2023
Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text
EACL 2023
Findings of the AmericasNLP 2023 Shared Task on Machine Translation into Indigenous Languages
ACL 2023
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction
ACL 2023
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages
ACL 2022
BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages
ACL 2022
Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the Americas
NAACL 2021
IMS’ Systems for the IWSLT 2021 Low-Resource Speech Translation Task
ACL 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 IMS–CUBoulder 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