Loic Barrault
30 papers · 2011–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (46) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🔬
Deep Specialist
(12)
👥
Mega-Team · Squad
🧬
Topic Evolution
🧭
Keyword Pioneer
📈
Trend Setter
🗃️
Keyword Collector
(114)
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Natural Language Processing
(21)
Machine Learning
(16)
Applications
(16)
Deep Learning
(11)
Learning Types · Machine Learning
(11)
Artificial Intelligence
(7)
Learning Types · Deep Learning
(7)
Resources & Methods
(7)
Core Methods
(6)
Core AI
(5)
Application Areas
(4)
Architectures
(4)
Speech & Audio
(3)
Learning Paradigms
(2)
Models
(2)
Keywords
neural machine translation
(7)
machine translation
(5)
transfer learning
(5)
low-resource language
(4)
visual context
(3)
news translation
(3)
multilingual translation
(3)
multimodal machine translation
(2)
metaphor detection
(2)
text classification
(2)
sentence representation
(2)
speech-to-speech translation
(2)
sentence embedding
(2)
multilingual nlp
(2)
multimodal learning
(2)
active learning
(2)
hallucination detection
(2)
translation quality
(2)
natural language inference
(1)
attention mechanism
(1)
Papers
MEXMA: Token-level objectives improve sentence representations
ACL 2025
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping
EMNLP 2025
Aligning Speech Segments Beyond Pure Semantics
ACL 2024
Speech Data from Radio Broadcasts for Low Resource Languages
ACL 2024
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better
ACL 2023
FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning
EACL 2023
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation
EMNLP 2023
Metaphor Detection with Effective Context Denoising
EACL 2023
We Need to Talk About Classification Evaluation Metrics in NLP
IJCNLP 2023
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022
ACL 2022
Findings of the IWSLT 2022 Evaluation Campaign
ACL 2022
On the Importance of Effectively Adapting Pretrained Language Models for Active Learning
ACL 2022
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks
ACL 2022
Active Learning by Acquiring Contrastive Examples
EMNLP 2021
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering
ACL 2021
Findings of the 2020 Conference on Machine Translation (WMT20)
EMNLP 2020
Findings of the First Shared Task on Lifelong Learning Machine Translation
EMNLP 2020
Simultaneous Machine Translation with Visual Context
EMNLP 2020
Findings of the 2019 Conference on Machine Translation (WMT19)
ACL 2019
LIUM’s Contributions to the WMT2019 News Translation Task: Data and Systems for German-French Language Pairs
ACL 2019
Probing the Need for Visual Context in Multimodal Machine Translation
NAACL 2019
Findings of the Third Shared Task on Multimodal Machine Translation
EMNLP 2018
LIUM-CVC Submissions for WMT18 Multimodal Translation Task
EMNLP 2018
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties
ACL 2018
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
EMNLP 2017
Very Deep Convolutional Networks for Text Classification
EACL 2017
Continuous Adaptation to User Feedback for Statistical Machine Translation
NAACL 2015
The MateCat Tool
COLING 2014
Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction
IJCNLP 2013
Parametric Weighting of Parallel Data for Statistical Machine Translation
IJCNLP 2011