Search Results - "Jernite, Yacine"

Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning by Horng, Steven, Sontag, David A, Halpern, Yoni, Jernite, Yacine, Shapiro, Nathan I, Nathanson, Larry A

“…To demonstrate the incremental benefit of using free text data in addition to vital sign and demographic data to identify patients with suspected infection in…”
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Ten simple rules for building and maintaining a responsible data science workflow by Stoudt, Sara, Jernite, Yacine, Marshall, Brandeis, Marwick, Ben, Sharan, Malvika, Whitaker, Kirstie, Danchev, Valentin

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Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets by Kreutzer, Julia, Caswell, Isaac, Wang, Lisa, Wahab, Ahsan, van Esch, Daan, Ulzii-Orshikh, Nasanbayar, Tapo, Allahsera, Subramani, Nishant, Sokolov, Artem, Sikasote, Claytone, Setyawan, Monang, Sarin, Supheakmungkol, Samb, Sokhar, Sagot, Benoît, Rivera, Clara, Rios, Annette, Papadimitriou, Isabel, Osei, Salomey, Suarez, Pedro Ortiz, Orife, Iroro, Ogueji, Kelechi, Rubungo, Andre Niyongabo, Nguyen, Toan Q., Müller, Mathias, Müller, André, Muhammad, Shamsuddeen Hassan, Muhammad, Nanda, Mnyakeni, Ayanda, Mirzakhalov, Jamshidbek, Matangira, Tapiwanashe, Leong, Colin, Lawson, Nze, Kudugunta, Sneha, Jernite, Yacine, Jenny, Mathias, Firat, Orhan, Dossou, Bonaventure F. P., Dlamini, Sakhile, de Silva, Nisansa, Çabuk Ballı, Sakine, Biderman, Stella, Battisti, Alessia, Baruwa, Ahmed, Bapna, Ankur, Baljekar, Pallavi, Azime, Israel Abebe, Awokoya, Ayodele, Ataman, Duygu, Ahia, Orevaoghene, Ahia, Oghenefego, Agrawal, Sweta, Adeyemi, Mofetoluwa

“…With the success of large-scale pre-training and multilingual modeling in Natural Language Processing (NLP), recent years have seen a proliferation of large,…”
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Light bulbs have energy ratings — so why can’t AI chatbots? by Luccioni, Sasha, Gamazaychikov, Boris, Hooker, Sara, Pierrard, Régis, Strubell, Emma, Jernite, Yacine, Wu, Carole-Jean

“…The rising energy and environmental cost of the artificial-intelligence boom is fuelling concern. Green policy mechanisms that already exist offer a path…”
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Improving documentation of presenting problems in the emergency department using a domain-specific ontology and machine learning-driven user interfaces by Greenbaum, Nathaniel R., Jernite, Yacine, Halpern, Yoni, Calder, Shelley, Nathanson, Larry A., Sontag, David A., Horng, Steven

“…•Machine Learning can be used prospectively to improve structured data capture.•Machine learning can make capture of structured data faster than unstructured…”
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BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model by Akiki, Christopher, Pistilli, Giada, Mieskes, Margot, Gallé, Matthias, Wolf, Thomas, Ilić, Suzana, Jernite, Yacine

“…The BigScience Workshop was a value-driven initiative that spanned one and half years of interdisciplinary research and culminated in the creation of ROOTS, a…”
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Learning Representations of Text through Language and Discourse Modeling: From Characters to Sentences by Jernite, Yacine

“…In this thesis, we consider the problem of obtaining a representation of the meaning expressed in a text. How to do so correctly remains a largely open…”
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Unsupervised Text Summarization via Mixed Model Back-Translation by Jernite, Yacine

“…Back-translation based approaches have recently lead to significant progress in unsupervised sequence-to-sequence tasks such as machine translation or style…”
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THE RANDOM SUBGRAPH MODEL FOR THE ANALYSIS OF AN ECCLESIASTICAL NETWORK IN MEROVINGIAN GAUL by Jernite, Yacine, Latouche, Pierre, Bouveyron, Charles, Rivera, Patrick, Jegou, Laurent, Lamassé, Stéphane

“…In the last two decades many random graph models have been proposed to extract knowledge from networks. Most of them look for communities or, more generally,…”
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Power Hungry Processing: Watts Driving the Cost of AI Deployment? by Luccioni, Alexandra Sasha, Jernite, Yacine, Strubell, Emma

“…ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT '24), June 3--6, 2024, Rio de Janeiro, Brazil Recent years have seen a surge in the…”
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Stable Bias: Analyzing Societal Representations in Diffusion Models by Luccioni, Alexandra Sasha, Akiki, Christopher, Mitchell, Margaret, Jernite, Yacine

“…As machine learning-enabled Text-to-Image (TTI) systems are becoming increasingly prevalent and seeing growing adoption as commercial services, characterizing…”
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CIVICS: Building a Dataset for Examining Culturally-Informed Values in Large Language Models by Pistilli, Giada, Leidinger, Alina, Jernite, Yacine, Kasirzadeh, Atoosa, Luccioni, Alexandra Sasha, Mitchell, Margaret

“…This paper introduces the "CIVICS: Culturally-Informed & Values-Inclusive Corpus for Societal impacts" dataset, designed to evaluate the social and cultural…”
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Stronger Together: on the Articulation of Ethical Charters, Legal Tools, and Technical Documentation in ML by Pistilli, Giada, Ferrandis, Carlos Munoz, Jernite, Yacine, Mitchell, Margaret

“…The growing need for accountability of the people behind AI systems can be addressed by leveraging processes in three fields of study: ethics, law, and…”
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Towards Openness Beyond Open Access: User Journeys through 3 Open AI Collaboratives by Ding, Jennifer, Akiki, Christopher, Jernite, Yacine, Steele, Anne Lee, Popo, Temi

“…Open Artificial Intelligence (Open source AI) collaboratives offer alternative pathways for how AI can be developed beyond well-resourced technology companies…”
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BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model by Akiki, Christopher, Pistilli, Giada, Mieskes, Margot, Gallé, Matthias, Wolf, Thomas, Ilić, Suzana, Jernite, Yacine

“…The BigScience Workshop was a value-driven initiative that spanned one and half years of interdisciplinary research and culminated in the creation of ROOTS, a…”
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Training Transformers Together by Borzunov, Alexander, Ryabinin, Max, Dettmers, Tim, Lhoest, Quentin, Saulnier, Lucile, Diskin, Michael, Jernite, Yacine, Wolf, Thomas

“…The infrastructure necessary for training state-of-the-art models is becoming overly expensive, which makes training such models affordable only to large…”
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On the Standardization of Behavioral Use Clauses and Their Adoption for Responsible Licensing of AI by McDuff, Daniel, Korjakow, Tim, Cambo, Scott, Benjamin, Jesse Josua, Lee, Jenny, Jernite, Yacine, Ferrandis, Carlos Muñoz, Gokaslan, Aaron, Tarkowski, Alek, Lindley, Joseph, Cooper, A. Feder, Contractor, Danish

“…Growing concerns over negligent or malicious uses of AI have increased the appetite for tools that help manage the risks of the technology. In 2018, licenses…”
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The ROOTS Search Tool: Data Transparency for LLMs by Piktus, Aleksandra, Akiki, Christopher, Villegas, Paulo, Laurençon, Hugo, Dupont, Gérard, Luccioni, Alexandra Sasha, Jernite, Yacine, Rogers, Anna

“…ROOTS is a 1.6TB multilingual text corpus developed for the training of BLOOM, currently the largest language model explicitly accompanied by commensurate data…”
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The BigCode Project Governance Card by BigCode collaboration, Hughes, Sean, de Vries, Harm, Robinson, Jennifer, Ferrandis, Carlos Muñoz, Allal, Loubna Ben, von Werra, Leandro, Ding, Jennifer, Paquet, Sebastien, Jernite, Yacine

“…This document serves as an overview of the different mechanisms and areas of governance in the BigCode project. It aims to support transparency by providing…”
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Improving Conditioning in Context-Aware Sequence to Sequence Models by Wang, Xinyi, Weston, Jason, Auli, Michael, Jernite, Yacine

“…Neural sequence to sequence models are well established for applications which can be cast as mapping a single input sequence into a single output sequence. In…”
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