Dirk Groeneveld
- 2 OLMo 2 Furious
2024/12/31 by Team OLMo, Pete Walsh, OLMo, Team +85 · 9 voices · 88 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
- DataComp-LM: In search of the next generation of training sets for language models
2024/06/17 by Jeffrey Li, Alex Chengyu Fang, Alex Fang +121 · 2 voices · 82 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
2024/09/25 by Matt Deitke, Christopher Clark, Deitke, Matt +100 · 4 voices · 151 citations
Computer Science · #Semantic Web and Ontologies #Speech and dialogue systems
- Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
2024/01/31 by Luca Soldaini, Rodney Kinney, Soldaini, Luca +69 · 82 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- OLMo: Accelerating the Science of Language Models
2024/02/01 by Dirk Groeneveld, Groeneveld, Dirk, Iz Beltagy +83 · 78 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- OLMoE: Open Mixture-of-Experts Language Models
2024/09/03 by Niklas Muennighoff, Muennighoff, Niklas, Luca Soldaini +45 · 1 voice · 62 citations
Computer Science · #Expert finding and Q&A systems #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- What's In My Big Data?
2023/10/31 by Yanai Elazar, Elazar, Yanai, Akshita Bhagia +23 · 3 voices · 12 citations
#cs.CL #cs.LG
- Construction of the Literature Graph in Semantic Scholar
2018/05/06 by Waleed Ammar, Dirk Groeneveld, Ammar, Waleed +43 · 13 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies
- OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
2025/04/09 by Jiacheng Liu, Taylor Blanton, Liu, Jiacheng +61 · 3 voices · 8 citations
Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
- DataDecide: How to Predict Best Pretraining Data with Small Experiments
2025/04/15 by Ian Magnusson, Magnusson, Ian, Ben Bogin +22 · 12 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Critical Batch Size Revisited: A Simple Empirical Approach to Large-Batch Language Model Training
2025/05/29 by William Merrill, Shane Arora, Merrill, William +5 · 5 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project
2019/09/04 by Peter Clark, Clark, Peter, Oren Etzioni +26 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research