Albert Villanova del Moral

4 papers · 2021–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion

🧭 Keyword Pioneer

Venues

NeurIPS (3) EMNLP (1)

Top co-authors

quentin lhoest (3) Yacine Jernite (3) Leon Weber (2) Shamik Bose (2) Mario Šaško (2) Minh Chien Vu (2) Angelina McMillan-Major (2) Stella Biderman (2) Lucile Saulnier (2) Teven Le Scao (2)

Research topics

Natural Language Processing (3) Resources & Methods (3) Deep Learning (2) Machine Learning (2) Artificial Intelligence (1) Computer Science (1) Healthcare & Medicine (1) Application Areas (1) Learning Paradigms (1) Models (1) Optimization & Theory (1) Research (1) Systems (1) Techniques (1)

Keywords

large language model (2) neural network training (1) few-shot learning (1) named entity recognition (1) language model training (1) distributed learning (1) model pretraining (1) responsible ai (1) instruction tuning (1) data curation (1) text corpus (1) multilingual dataset (1) biomedical natural language processing (1) multilingual corpus (1) collaborative training (1) corpus curation (1) nlp dataset (1) multilingual modeling (1) community contribution (1) corpus management (1)

Papers

BigBio: A Framework for Data-Centric Biomedical Natural Language Processing NeurIPS 2022 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