Miriam Exel
8 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Keyword Champion
(2)
π
Conference Pioneer
Top co-authors
Research topics
Natural Language Processing
(8)
Applications Β· Natural Language Processing
(8)
Machine Learning
(7)
Optimization & Theory
(4)
Learning Types
(3)
Application Areas
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications Β· Data Science & Analytics
(1)
Architectures
(1)
Generation
(1)
Resources & Methods
(1)
Keywords
machine translation
(4)
neural machine translation
(3)
large language model
(2)
preference optimization
(2)
evaluation dataset
(2)
supervised fine-tuning
(2)
low-resource language
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
model ensemble
(1)
decoding strategy
(1)
quality-aware decoding
(1)
pairwise preference
(1)
minimum bayes risk
(1)
terminology translation
(1)
automatic post-editing
(1)
joint decoding
(1)
software documentation
(1)
document structure
(1)
token-level scoring
(1)
Papers
Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits
EMNLP 2025
Quality-Aware Decoding: Unifying Quality Estimation and Decoding
ACL 2025
Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-Editing
NAACL 2024
Plug, Play, and Fuse: Zero-Shot Joint Decoding via Word-Level Re-ranking across Diverse Vocabularies
EMNLP 2024
Post-edits Are Preferences Too
EMNLP 2024
Analyzing Challenges in Neural Machine Translation for Software Localization
EACL 2023
A Multilingual Multiway Evaluation Data Set for Structured Document Translation of Asian Languages
AACL 2022
A Parallel Evaluation Data Set of Software Documentation with Document Structure Annotation
AACL 2020