Stephan Peitz
9 papers · 2012–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Applications
(3)
Architectures
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
neural machine translation
(2)
multi-task learning
(1)
attention mechanism
(1)
machine translation
(1)
multilingual nlp
(1)
model evaluation
(1)
word alignment
(1)
multilingual processing
(1)
neural architecture search
(1)
efficient computing
(1)
multilingual machine translation
(1)
parameter sharing
(1)
connectionist temporal classification
(1)
bleu score
(1)
language model
(1)
scaling law
(1)
downstream performance
(1)
inference speed
(1)
translation quality
(1)
text compression
(1)
Papers
Beyond Text Compression: Evaluating Tokenizers Across Scales
ACL 2025
Learning Language-Specific Layers for Multilingual Machine Translation
ACL 2023
Non-Autoregressive Neural Machine Translation: A Call for Clarity
EMNLP 2022
Jointly Learning to Align and Translate with Transformer Models
EMNLP 2019
A Comparison of Update Strategies for Large-Scale Maximum Expected BLEU Training
NAACL 2015
Simple and Effective Approach for Consistent Training of Hierarchical Phrase-based Translation Models
EACL 2014
Improving Statistical Machine Translation with Word Class Models
EMNLP 2013
Forced Derivations for Hierarchical Machine Translation
COLING 2012
Jane 2: Open Source Phrase-based and Hierarchical Statistical Machine Translation
COLING 2012