Nicolas Ballier
12 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 🗃️ Keyword Collector (64)
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Century Club · Bronze
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Unstoppable · Bronze
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Research topics
Machine Learning
(10)
Natural Language Processing
(9)
Applications
(7)
Application Areas
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Artificial Intelligence
(5)
Deep Learning
(5)
Core AI
(4)
Core Methods
(4)
Architectures
(3)
Learning Types · Deep Learning
(3)
Interdisciplinary
(2)
Education
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Speech & Audio
(1)
Keywords
neural machine translation
(7)
language learning
(2)
biomedical translation
(2)
machine translation
(2)
automatic speech recognition
(1)
prompt engineering
(1)
model probing
(1)
visual inspection
(1)
domain adaptation
(1)
document-level translation
(1)
text generation
(1)
model analysis
(1)
training loss
(1)
bias mitigation
(1)
model fine-tuning
(1)
ordinal regression
(1)
proficiency level
(1)
beam search
(1)
encoder-decoder architecture
(1)
representation learning
(1)
Papers
Beyond WER: Probing Whisper’s Sub‐token Decoder Across Diverse Language Resource Levels
EMNLP 2025
Enhancing Translation Quality: A Comparative Study of Fine-Tuning and Prompt Engineering in Dialog-Oriented Machine Translation Systems. Insights from the MULTITAN-GML Team
EMNLP 2024
Logging Keystrokes in Writing by English Learners
COLING 2024
Exploring a New Grammatico-functional Type of Measure as Part of a Language Learning Expert System
ACL 2023
Investigating Techniques for a Deeper Understanding of Neural Machine Translation (NMT) Systems through Data Filtering and Fine-tuning Strategies
EMNLP 2023
The MAKE-NMTVIZ System Description for the WMT23 Literary Task
EMNLP 2023
Analyzing Gender Translation Errors to Identify Information Flows between the Encoder and Decoder of a NMT System
EMNLP 2022
The SPECTRANS System Description for the WMT22 Biomedical Task
EMNLP 2022
An Experiment in Paratone Detection in a Prosodically Annotated EAP Spoken Corpus
Interspeech 2021
Screening Gender Transfer in Neural Machine Translation
EMNLP 2021
“See what I mean, huh?” Evaluating Visual Inspection of F0Tracking in Nasal Grunts
Interspeech 2021
The SPECTRANS System Description for the WMT21 Terminology Task
EMNLP 2021