Christopher Akiki
- StarCoder 2 and The Stack v2: The Next Generation
2024/02/29 by Anton Lozhkov, Lozhkov, Anton, Raymond Li +129 · 2 voices · 109 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #cs.AI #cs.SE
- StarCoder: may the source be with you!
2023/05/09 by Raymond Li, Li, Raymond, Loubna Ben Allal +130 · 111 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
- Stable Bias: Analyzing Societal Representations in Diffusion Models
2023/03/20 by Alexandra Sasha Luccioni, Luccioni, Alexandra Sasha, Christopher Akiki +5 · 37 citations
Social Sciences · #Computational and Text Analysis Methods #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- SantaCoder: don't reach for the stars!
2023/01/09 by Loubna Ben Allal, Raymond Li, Allal, Loubna Ben +79 · 18 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, Lucile Saulnier, Laurençon, Hugo +104 · 14 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- 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
- GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration
2023/06/02 by Aleksandra Piktus, Odunayo Ogundepo, Piktus, Aleksandra +15 · 1 citation
Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Computational and Text Analysis Methods