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Alexandre Berard

18 papers · 2016–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+6 more ↓ 🗺️ Taxonomy Completionist (30) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🔬 Deep Specialist (15) 🧭 Keyword Pioneer ❓ The Questioner (2) 🔥 Unstoppable · Bronze 🗃️ Keyword Collector (90) 💎 Century Club · Bronze

Venues

EMNLP (13) ACL (3) COLING (1) Interspeech (1)

Top co-authors

Vassilina Nikoulina (8) Laurent Besacier (7) Ioan Calapodescu (5) Matthias Gallé (4) Kelly Marchisio (2) Claude Roux (2) Caroline Brun (2) Alireza Mohammadshahi (2) Wei-Yin Ko (2) Jerin Philip (2)

Research topics

Natural Language Processing (16) Machine Learning (15) Applications (15) Deep Learning (10) Application Areas (9) Learning Types · Deep Learning (8) Learning Types · Machine Learning (7) Optimization & Theory (4) Resources & Methods (4) Artificial Intelligence (3) Core AI (2) Core Methods (2) Interdisciplinary (1) Architectures (1) Generation (1)

Keywords

neural machine translation (9) multilingual translation (7) machine translation (5) domain adaptation (5) low-resource language (4) model compression (3) multilingual neural machine translation (3) zero-shot translation (3) multilingual machine translation (3) adapter layer (2) adapter module (2) large language model (2) parameter-efficient fine-tuning (2) parameter efficiency (2) cross-lingual transfer (1) sentiment analysis (1) multilingual nlp (1) continual learning (1) model distillation (1) word segmentation (1)

Papers

Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering EMNLP 2025 Understanding and Mitigating Language Confusion in LLMs EMNLP 2024 Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023 NAVER LABS Europe’s Multilingual Speech Translation Systems for the IWSLT 2023 Low-Resource Track ACL 2023 SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages EMNLP 2022 What Do Compressed Multilingual Machine Translation Models Forget? EMNLP 2022 Continual Learning in Multilingual NMT via Language-Specific Embeddings EMNLP 2021 Efficient Inference for Multilingual Neural Machine Translation EMNLP 2021 Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters EMNLP 2021 Multilingual Unsupervised Neural Machine Translation with Denoising Adapters EMNLP 2021 A Multilingual Neural Machine Translation Model for Biomedical Data EMNLP 2020 Monolingual Adapters for Zero-Shot Neural Machine Translation EMNLP 2020 Naver Labs Europe’s Participation in the Robustness, Chat, and Biomedical Tasks at WMT 2020 EMNLP 2020 Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness EMNLP 2019 Naver Labs Europe’s Systems for the Document-Level Generation and Translation Task at WNGT 2019 EMNLP 2019 Naver Labs Europe’s Systems for the WMT19 Machine Translation Robustness Task ACL 2019 Unsupervised Word Segmentation from Speech with Attention Interspeech 2018 Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources? COLING 2016