Yacine Jernite
- Power Hungry Processing: Watts Driving the Cost of AI Deployment?
2023/11/28 by Alexandra Sasha Luccioni, Yacine Jernite, Emma Strubell · 45 voices · 74 citations
Computer Science · #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI) #Advanced Neural Network Applications
- Datasets: A Community Library for Natural Language Processing
2021/09/07 by Quentin Lhoest, Lhoest, Quentin, Albert Villanova del Moral +61 · 1 voice · 40 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- StarCoder: may the source be with you!
2023/05/09 by Raymond Li, Li, Raymond, Loubna Ben Allal +130 · 98 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- ELI5: Long Form Question Answering
2019/07/22 by Angela Fan, Fan, Angela, Yacine Jernite +9 · 56 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
2021/03/22 by Julia Kreutzer, Isaac Caswell, Lisa Wang +55 · 2 voices · 8 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
- Transformers: State-of-the-Art Natural Language Processing
2020/01/01 by Thomas Wolf, Lysandre Debut, Victor Sanh +19 · 52 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Evaluating the Social Impact of Generative AI Systems in Systems and Society
2023/06/09 by Irene Solaiman, Zeerak Talat, Solaiman, Irene +59 · 4 voices · 9 citations
#cs.CY #cs.AI
- The Stack: 3 TB of permissively licensed source code
2022/11/20 by Denis Kocetkov, Kocetkov, Denis, Raymond Li +23 · 37 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
- Character-Aware Neural Language Models
2015/08/26 by Yoon Kim, Kim, Yoon, Yacine Jernite +5 · 31 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Topic Modeling
- Stable Bias: Analyzing Societal Representations in Diffusion Models
2023/03/20 by Alexandra Sasha Luccioni, Luccioni, Alexandra Sasha, Christopher Akiki +5 · 33 citations
Social Sciences · #Computational and Text Analysis Methods #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- Distributed Deep Learning in Open Collaborations
2021/06/18 by Michael Diskin, Diskin, Michael, Alexey Bukhtiyarov +29 · 1 voice · 4 citations
#cs.LG #cs.DC
- Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning
2017/04/23 by Yacine Jernite, Samuel R. Bowman, Jernite, Yacine +3 · 1 voice · 1 citation
#cs.CL #cs.LG #cs.NE #stat.ML
- SantaCoder: don't reach for the stars!
2023/01/09 by Loubna Ben Allal, Allal, Loubna Ben, Raymond Li +79 · 16 citations
Computer Science · #Software Engineering Research #Topic Modeling #Machine Learning and Data Classification
- The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
2023/03/07 by Hugo Laurençon, Laurençon, Hugo, Lucile Saulnier +104 · 14 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- On the Societal Impact of Open Foundation Models
2024/02/27 by Sayash Kapoor, Kapoor, Sayash, Rishi Bommasani +47 · 15 citations
Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
2021/02/02 by Sebastian Gehrmann, Tosin Adewumi, Gehrmann, Sebastian +109 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- The ROOTS Search Tool: Data Transparency for LLMs
2023/02/27 by Aleksandra Piktus, Piktus, Aleksandra, Christopher Akiki +13 · 3 citations
Decision Sciences · Computer Science · #Data Quality and Management #Natural Language Processing Techniques #Semantic Web and Ontologies
- BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model
2022/12/09 by Christopher Akiki, Akiki, Christopher, Giada Pistilli +11 · 2 citations
Decision Sciences · Social Sciences · #Computational and Text Analysis Methods #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Scientific Computing and Data Management
- The Future of Open Human Feedback
2024/08/15 by Shachar Don-Yehiya, Ben Burtenshaw, Don-Yehiya, Shachar +37 · 4 citations
Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC)
- Beyond Release: Access Considerations for Generative AI Systems
2025/02/23 by Irene Solaiman, Solaiman, Irene, Rishi Bommasani +11 · 3 citations
Computer Science · Decision Sciences · #Semantic Web and Ontologies #Computability, Logic, AI Algorithms #Scientific Computing and Data Management
- Stronger Together: on the Articulation of Ethical Charters, Legal Tools, and Technical Documentation in ML
2023/05/09 by Giada Pistilli, Carlos Munoz Ferrandis, Yacine Jernite +1 · 1 voice · 1 citation
Computer Science · #cs.CY
- On the Standardization of Behavioral Use Clauses and Their Adoption for Responsible Licensing of AI
2024/02/07 by Daniel McDuff, Tim Korjakow, McDuff, Daniel +21 · 1 citation
Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Digital Transformation in Law #FOS: Computer and information sciences #Software Engineering (cs.SE)