Bryan Eikema
6 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Natural Language Processing
(5)
Machine Learning
(4)
Applications
(4)
Deep Learning
(3)
Generation
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI
(1)
Learning Paradigms
(1)
Models
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
neural machine translation
(3)
minimum bayes risk
(3)
machine translation
(2)
minimum bayes risk decoding
(2)
dialogue system
(2)
beam search
(2)
latent representation
(1)
variational autoencoder
(1)
language model
(1)
utility function
(1)
sampling method
(1)
language generation
(1)
human evaluation
(1)
hypothesis space
(1)
translation quality
(1)
context-aware translation
(1)
conversation context
(1)
probability mass
(1)
mode inadequacy
(1)
language generation model
(1)
Papers
Structure-Conditional Minimum Bayes Risk Decoding
EMNLP 2025
Findings of the WMT 2024 Shared Task on Chat Translation
EMNLP 2024
The Effect of Generalisation on the Inadequacy of the Mode
EACL 2024
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation
EMNLP 2022
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation
COLING 2020
Auto-Encoding Variational Neural Machine Translation
ACL 2019