Stephan Peitz
10 papers · 2012–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (13)
π
Cross-Pollinator
(4)
πΊοΈ
Taxonomy Completionist
(23)
π
Century Club
(10)
Conferences
EMNLP (3)
ACL (2)
COLING (2)
EACL (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
neural machine translation
(3)
multi-task learning
(2)
word alignment
(2)
transformer model
(2)
attention mechanism
(2)
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)
non-autoregressive translation
(1)
tokenizer evaluation
(1)
scaling consistency
(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
Jointly Learning to Align and Translate with Transformer Models
IJCNLP 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
Jane 2: Open Source Phrase-based and Hierarchical Statistical Machine Translation
COLING 2012
Forced Derivations for Hierarchical Machine Translation
COLING 2012