Mathias Müller
17 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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The Questioner
Conferences
EMNLP (10)
ACL (3)
AISTATS (1)
EACL (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
machine translation
(6)
neural machine translation
(6)
sign language translation
(5)
translation quality
(3)
sign language
(2)
word sense disambiguation
(2)
video processing
(2)
multimodal learning
(2)
minimum bayes risk decoding
(2)
minimum bayes risk
(2)
multilingual nlp
(2)
pose estimation
(2)
zero-shot learning
(2)
beam search
(2)
decoding algorithm
(2)
text simplification
(1)
german language
(1)
semantic analysis
(1)
recurrent neural network
(1)
convolutional neural network
(1)
Papers
Recursive Learning of Asymptotic Variational Objectives
AISTATS 2025
SignCLIP: Connecting Text and Sign Language by Contrastive Learning
EMNLP 2024
Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting
EACL 2023
JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing
EMNLP 2023
Considerations for meaningful sign language machine translation based on glosses
ACL 2023
SLTUNET: A Simple Unified Model for Sign Language Translation
ICLR 2023
Findings of the Second WMT Shared Task on Sign Language Translation (WMT-SLT23)
EMNLP 2023
Linguistically Motivated Sign Language Segmentation
EMNLP 2023
Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22)
EMNLP 2022
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation
IJCNLP 2021
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
The Word Sense Disambiguation Test Suite at WMT18
EMNLP 2018
A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation
EMNLP 2018
Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures
EMNLP 2018