← Authors

Loic Barrault

32 papers · 2011–2025 · 7 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (7) 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (54) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (14) 🧬 Topic Evolution πŸ‘₯ Mega-Team (43) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (11) πŸ—ƒοΈ Keyword Collector (115) πŸ’Ž Century Club (32) πŸ”₯ Unstoppable (9) πŸ“ˆ Trend Setter ⚑ Prolific Year (6)

Conferences

ACL (12) EMNLP (9) IJCNLP (4) EACL (3) NAACL (2) AACL (1) COLING (1)

Top co-authors

Holger Schwenk (7) Fethi Bougares (6) Nikolaos Aletras (6) Marta R. Costa-jussΓ  (5) Philipp Koehn (4) Peter Vickers (4) Emilio Monti (4) Christian Federmann (3) OndΕ™ej Bojar (3) Lucia Specia (3)

Keywords

neural machine translation (7) transfer learning (5) machine translation (5) low-resource language (4) news translation (3) multilingual translation (3) visual context (3) multimodal learning (3) translation quality (2) sentence representation (2) sentence embedding (2) visual question answering (2) hallucination detection (2) multilingual nlp (2) speech-to-speech translation (2) active learning (2) vision language model (2) knowledge integration (2) text classification (2) metaphor detection (2)

Papers

Mixture of Languages: Improved Multilingual Encoders Through Language Grouping EMNLP 2025
MEXMA: Token-level objectives improve sentence representations ACL 2025
Aligning Speech Segments Beyond Pure Semantics ACL 2024
Speech Data from Radio Broadcasts for Low Resource Languages ACL 2024
We Need to Talk About Classification Evaluation Metrics in NLP AACL 2023
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better ACL 2023
Metaphor Detection with Effective Context Denoising EACL 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
We Need to Talk About Classification Evaluation Metrics in NLP IJCNLP 2023
Findings of the IWSLT 2022 Evaluation Campaign ACL 2022
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 ACL 2022
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks ACL 2022
On the Importance of Effectively Adapting Pretrained Language Models for Active Learning ACL 2022
Active Learning by Acquiring Contrastive Examples EMNLP 2021
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering IJCNLP 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
Simultaneous Machine Translation with Visual Context EMNLP 2020
Findings of the First Shared Task on Lifelong Learning Machine Translation EMNLP 2020
Probing the Need for Visual Context in Multimodal Machine Translation NAACL 2019
LIUM’s Contributions to the WMT2019 News Translation Task: Data and Systems for German-French Language Pairs ACL 2019
Findings of the 2019 Conference on Machine Translation (WMT19) ACL 2019
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
Findings of the Third Shared Task on Multimodal Machine Translation EMNLP 2018
Very Deep Convolutional Networks for Text Classification EACL 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data EMNLP 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