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Dodge, Jesse

  1. Green AI
    2019/07/22 by Roy Schwartz, Schwartz, Roy, Jesse Dodge +5 · 2 voices · 82 citations
    Computer Science · Engineering · #Green IT and Sustainability #Mobile Crowdsensing and Crowdsourcing #cs.CL #cs.CV #cs.CY #cs.LG #stat.ME
  2. BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
    2022/11/09 by BigScience Workshop, Workshop, BigScience, Teven Le Scao +784 · 1 voice · 133 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  3. Documenting Large Webtext Corpora: A Case Study on the Colossal Clean\n Crawled Corpus
    2021/04/18 by Jesse Dodge, Maarten Sap, Dodge, Jesse +13 · 76 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  4. OLMo: Accelerating the Science of Language Models
    2024/02/01 by Dirk Groeneveld, Groeneveld, Dirk, Iz Beltagy +83 · 118 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  5. Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
    2024/01/31 by Luca Soldaini, Soldaini, Luca, Rodney Kinney +69 · 100 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  6. 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 · 14 citations
    #cs.CY #cs.AI
  7. Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping
    2020/02/14 by Jesse Dodge, Dodge, Jesse, Gabriel Ilharco +9 · 32 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  8. What's In My Big Data?
    2023/10/31 by Yanai Elazar, Elazar, Yanai, Akshita Bhagia +23 · 3 voices · 14 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL #cs.LG
  9. Efficient Methods for Natural Language Processing: A Survey
    2022/08/31 by Marcos Treviso, Ji-Ung Lee, Treviso, Marcos +41 · 2 voices · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  10. Key-Value Memory Networks for Directly Reading Documents
    2016/06/09 by Miller, Alexander, Fisch, Adam, Dodge, Jesse +3 · 16 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text
    2023/04/14 by Wanrong Zhu, Zhu, Wanrong, Jack Hessel +17 · 30 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  12. Show Your Work: Improved Reporting of Experimental Results
    2019/09/06 by Jesse Dodge, Dodge, Jesse, Suchin Gururangan +7 · 20 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
  13. Can Machines Learn Morality? The Delphi Experiment
    2021/10/14 by Jiang, Liwei, Hwang, Jena D., Bhagavatula, Chandra +12 · 19 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Measuring the Carbon Intensity of AI in Cloud Instances
    2022/06/10 by Jesse Dodge, Taylor Prewitt, Dodge, Jesse +17 · 16 citations
    Computer Science · Engineering · Environmental Science · #Environmental Impact and Sustainability #FOS: Computer and information sciences #Green IT and Sustainability #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
  15. OLMES: A Standard for Language Model Evaluations
    2024/06/12 by Yuling Gu, Gu, Yuling, Oyvind Tafjord +9 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  16. Staged Training for Transformer Language Models
    2022/03/11 by Sheng Shen, Shen, Sheng, Pete Walsh +9 · 10 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  17. Paloma: A Benchmark for Evaluating Language Model Fit
    2023/12/16 by Ian Magnusson, Akshita Bhagia, Magnusson, Ian +29 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  18. Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track
    2025/06/24 by Rylan Schaeffer, Schaeffer, Rylan, Joshua Kazdan +25 · 2 voices · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CY #cs.LG
  19. AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models
    2023/02/14 by Alexandra Chronopoulou, Chronopoulou, Alexandra, Matthew E. Peters +5 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems
    2015/11/21 by Jesse Dodge, Andreea Gane, Dodge, Jesse +13 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  21. OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
    2025/04/09 by Jiacheng Liu, Taylor Blanton, Liu, Jiacheng +61 · 3 voices · 13 citations
    Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
  22. Holistically Evaluating the Environmental Impact of Creating Language Models
    2025/03/03 by Jacob Morrison, Morrison, Jacob, Clara Na +9 · 3 voices · 14 citations
    #cs.CY #cs.AI #cs.LG
  23. Language Models Hallucinate, but May Excel at Fact Verification
    2023/10/23 by Jian Guan, Guan, Jian, Jesse Dodge +7 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  24. The Right Tool for the Job: Matching Model and Instance Complexities
    2020/04/16 by Schwartz, Roy, Stanovsky, Gabriel, Swayamdipta, Swabha +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Competency Problems: On Finding and Removing Artifacts in Language Data
    2021/04/17 by Matt Gardner, William Merrill, Gardner, Matt +11 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  26. Establishing Task Scaling Laws via Compute-Efficient Model Ladders
    2024/12/05 by Akshita Bhagia, Jiacheng Liu, Bhagia, Akshita +21 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences
  27. AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters
    2024/01/12 by Li Lucy, Lucy, Li, Suchin Gururangan +12 · 3 voices · 2 citations
    Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Wikis in Education and Collaboration
  28. DataDecide: How to Predict Best Pretraining Data with Small Experiments
    2025/04/15 by Ian Magnusson, Magnusson, Ian, Tai, Nguyen +22 · 14 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
  29. Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications
    2022/12/19 by Li Lucy, Lucy, Li, Jesse Dodge +5 · 3 citations
    Decision Sciences · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Digital Libraries (cs.DL) #FOS: Computer and information sciences #scientometrics and bibliometrics research
  30. The Rise of Open Science: Tracking the Evolution and Perceived Value of Data and Methods Link-Sharing Practices
    2023/10/04 by Hancheng Cao, Jesse Dodge, Cao, Hancheng +7 · 2 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Research Data Management Practices #scientometrics and bibliometrics research
  31. RNN Architecture Learning with Sparse Regularization
    2019/09/06 by Jesse Dodge, Roy Schwartz, Dodge, Jesse +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
  32. Fluid Language Model Benchmarking
    2025/09/14 by Valentin Hofmann, David Heineman, Hofmann, Valentin +17 · 3 voices · 7 citations
    #cs.CL #cs.AI #cs.LG
  33. Signal and Noise: A Framework for Reducing Uncertainty in Language Model Evaluation
    2025/08/18 by David Heineman, Valentin Hofmann, Heineman, David +13 · 6 citations
    Computer Science · #Natural Language Processing Techniques
  34. Merge to Learn: Efficiently Adding Skills to Language Models with Model Merging
    2024/10/16 by Jacob Morrison, Morrison, Jacob, Noah A. Smith +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  35. Reproducibility in NLP: What Have We Learned from the Checklist?
    2023/06/16 by Magnusson, Ian, Smith, Noah A., Dodge, Jesse · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks
    2025/07/01 by Yilun Zhao, Zhao, Yilun, Kaiyan Zhang +35 · 1 voice · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Expert finding and Q&A systems #Topic Modeling #cs.AI #cs.CL