Benjamin Marie
20 papers · 2014–2024 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Dynamic Duo
(13)
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Keyword Champion
(4)
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Mega-Team · Squad
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Topic Evolution
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Deep Specialist
(14)
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
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Century Club · Bronze
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Keyword Collector
(66)
Venues
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Research topics
Natural Language Processing
(16)
Applications
(14)
Machine Learning
(11)
Learning Types · Machine Learning
(10)
Deep Learning
(9)
Artificial Intelligence
(7)
Learning Types · Deep Learning
(5)
Application Areas
(4)
Core Methods
(4)
Learning Paradigms
(4)
Resources & Methods
(4)
Architectures
(3)
Core AI
(3)
Techniques
(2)
Generation
(1)
Keywords
neural machine translation
(9)
statistical machine translation
(5)
machine translation
(5)
system combination
(4)
low-resource language
(3)
unsupervised machine translation
(3)
quality estimation
(2)
synthetic data
(2)
transformer architecture
(2)
bleu score
(2)
transfer learning
(2)
model ensembling
(2)
human evaluation
(2)
large language model
(2)
data augmentation
(2)
cross-lingual nlp
(1)
model pretraining
(1)
attention mechanism
(1)
few-shot learning
(1)
text generation
(1)
Papers
Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved Yet
EMNLP 2024
Disfluency Generation for More Robust Dialogue Systems
ACL 2023
Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet
EMNLP 2023
Error Identification for Machine Translation with Metric Embedding and Attention
EMNLP 2021
NICT Kyoto Submission for the WMT’21 Quality Estimation Task: Multimetric Multilingual Pretraining for Critical Error Detection
EMNLP 2021
Scientific Credibility of Machine Translation Research: A Meta-Evaluation of 769 Papers
ACL 2021
Combination of Neural Machine Translation Systems at WMT20
EMNLP 2020
Tagged Back-translation Revisited: Why Does It Really Work?
ACL 2020
NICT’s Machine Translation Systems for the WMT19 Similar Language Translation Task
ACL 2019
NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task
ACL 2019
NICT’s Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task
ACL 2019
Supervised and Unsupervised Machine Translation for Myanmar-English and Khmer-English
EMNLP 2019
Unsupervised Extraction of Partial Translations for Neural Machine Translation
NAACL 2019
Unsupervised Joint Training of Bilingual Word Embeddings
ACL 2019
NICT’s Corpus Filtering Systems for the WMT18 Parallel Corpus Filtering Task
EMNLP 2018
NICT’s Neural and Statistical Machine Translation Systems for the WMT18 News Translation Task
EMNLP 2018
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings
ACL 2017
Multi-Pass Decoding With Complex Feature Guidance for Statistical Machine Translation
ACL 2015
Touch-Based Pre-Post-Editing of Machine Translation Output
EMNLP 2015
Confidence-based Rewriting of Machine Translation Output
EMNLP 2014