quentin lhoest

5 papers · 2020–2024 · 2 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion

Venues

NeurIPS (3) EMNLP (2)

Top co-authors

Yacine Jernite (4) Teven Le Scao (3) Albert Villanova del Moral (3) Thomas Wolf (3) Patrick von Platen (2) Angelina McMillan-Major (2) Lucile Saulnier (2) Mario Šaško (2) Lysandre Debut (2) Canwen Xu (2)

Research topics

Deep Learning (3) Machine Learning (3) Natural Language Processing (3) Resources & Methods (3) Computer Science (2) Application Areas (2) Systems (2) Techniques (2) Data Science & Analytics (1) Applications (1) Architectures (1) Methods (1) Models (1) Optimization & Theory (1)

Keywords

model pretraining (2) neural network training (1) natural language processing (1) language model training (1) distributed learning (1) responsible ai (1) machine learning (1) language model (1) pre-trained model (1) model fine-tuning (1) metadata format (1) dataset interoperability (1) data management (1) machine learning dataset (1) data curation (1) text corpus (1) multilingual dataset (1) multilingual corpus (1) collaborative training (1) corpus curation (1)

Papers

Croissant: A Metadata Format for ML-Ready Datasets NeurIPS 2024 The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset NeurIPS 2022 Datasets: A Community Library for Natural Language Processing EMNLP 2021 Distributed Deep Learning In Open Collaborations NeurIPS 2021 Transformers: State-of-the-Art Natural Language Processing EMNLP 2020