Mathias Müller
16 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Diamond 🐣 Hot Topic Early Bird
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Deep Specialist
(12)
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(86)
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Renaissance Researcher
(5)
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Unstoppable · Bronze
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
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Venues
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Research topics
Natural Language Processing
(13)
Applications
(13)
Artificial Intelligence
(7)
Machine Learning
(6)
Deep Learning
(5)
Learning Types · Machine Learning
(5)
Computer Vision
(4)
Core AI
(4)
Learning Types · Deep Learning
(4)
Resources & Methods
(3)
Interdisciplinary
(2)
Speech & Audio
(2)
Bayesian & Probabilistic
(2)
Linguistics
(2)
Processing
(2)
Keywords
machine translation
(7)
sign language translation
(6)
neural machine translation
(5)
pose estimation
(2)
multilingual nlp
(2)
multimodal learning
(2)
sign language
(2)
zero-shot learning
(2)
word sense disambiguation
(2)
video processing
(2)
translation quality
(2)
bayesian inference
(1)
cross-lingual transfer
(1)
semantic analysis
(1)
multi-task learning
(1)
lexical semantics
(1)
sequential monte carlo
(1)
variational inference
(1)
statistical machine translation
(1)
text simplification
(1)
Papers
Recursive Learning of Asymptotic Variational Objectives
AISTATS 2025
SignCLIP: Connecting Text and Sign Language by Contrastive Learning
EMNLP 2024
Considerations for meaningful sign language machine translation based on glosses
ACL 2023
Findings of the Second WMT Shared Task on Sign Language Translation (WMT-SLT23)
EMNLP 2023
JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing
EMNLP 2023
Linguistically Motivated Sign Language Segmentation
EMNLP 2023
Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting
EACL 2023
SLTUNET: A Simple Unified Model for Sign Language Translation
ICLR 2023
Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22)
EMNLP 2022
A New Dataset and Efficient Baselines for Document-level Text Simplification in German
EMNLP 2021
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation
ACL 2021
Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation
EMNLP 2020
Findings of the 2019 Conference on Machine Translation (WMT19)
ACL 2019
A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation
EMNLP 2018
The Word Sense Disambiguation Test Suite at WMT18
EMNLP 2018
Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures
EMNLP 2018