Emma Strubell
- Power Hungry Processing: Watts Driving the Cost of AI Deployment?
2023/11/28 by Alexandra Sasha Luccioni, Yacine Jernite, Emma Strubell · 45 voices · 73 citations
Computer Science · #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI) #Advanced Neural Network Applications
- Energy and Policy Considerations for Deep Learning in NLP
2019/06/05 by Emma Strubell, Strubell, Emma, Ananya Ganesh +3 · 10 voices · 110 citations
#cs.CL
- From Efficiency Gains to Rebound Effects: The Problem of Jevons' Paradox in AI's Polarized Environmental Debate
2025/01/27 by Alexandra Sasha Luccioni, Luccioni, Alexandra Sasha, Emma Strubell +3 · 14 voices · 17 citations
Energy · Environmental Science · Economics, Econometrics and Finance · #Energy, Environment, and Transportation Policies #Environmental Impact and Sustainability #Climate Change Policy and Economics
- 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 · 77 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Efficient Methods for Natural Language Processing: A Survey
2022/08/31 by Marcos Treviso, Treviso, Marcos, Ji-Ung Lee +41 · 2 voices · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Measuring the Carbon Intensity of AI in Cloud Instances
2022/06/10 by Jesse Dodge, Dodge, Jesse, Taylor Prewitt +17 · 11 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
- International AI Safety Report
2025/01/29 by Yoshua Bengio, Sören Mindermann, Bengio, Yoshua +180 · 17 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Holistically Evaluating the Environmental Impact of Creating Language Models
2025/03/03 by Jacob Morrison, Clara Na, Morrison, Jacob +9 · 3 voices · 10 citations
#cs.CY #cs.AI #cs.LG
- Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks
2018/12/31 by Edward Kim, Kim, Edward, Zach Jensen +19 · 3 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Natural Language Processing Techniques #Topic Modeling
- 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
- A Survey of Active Learning for Natural Language Processing
2022/10/18 by Zhisong Zhang, Zhang, Zhisong, Emma Strubell +3 · 4 citations
Computer Science · #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
- Energy Considerations of Large Language Model Inference and Efficiency Optimizations
2025/04/24 by Jared Fernandez, Clara Na, Fernandez, Jared +9 · 11 citations
Computer Science · #Topic Modeling
- To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing
2023/01/01 by Sireesh Gururaja, Amanda Bertsch, Clara Na +2 · 1 voice · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
- Source-Aware Training Enables Knowledge Attribution in Language Models
2024/04/01 by Muhammad Khalifa, David Wadden, Khalifa, Muhammad +11 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- The Materials Science Procedural Text Corpus: Annotating Materials\n Synthesis Procedures with Shallow Semantic Structures
2019/05/16 by Sheshera Mysore, Mysore, Sheshera, Zach Jensen +15 · 2 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Software Engineering Research #Topic Modeling
- DSI++: Updating Transformer Memory with New Documents
2022/12/19 by Sanket Vaibhav Mehta, Mehta, Sanket Vaibhav, Jai Prakash Gupta +15 · 3 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Stereotype or Personalization? User Identity Biases Chatbot Recommendations
2024/10/08 by Anjali Kantharuban, Kantharuban, Anjali, Jeremiah Milbauer +6 · 5 citations
Social Sciences · Business, Management and Accounting · Computer Science · #Digital Economy and Work Transformation #Sharing Economy and Platforms #AI in Service Interactions
- Automatically Extracting Action Graphs from Materials Science Synthesis\n Procedures
2017/11/18 by Sheshera Mysore, Edward Kim, Mysore, Sheshera +15 · 2 citations
Computer Science · Materials Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning in Materials Science #Semantic Web and Ontologies #Topic Modeling
- Misinformation by Omission: The Need for More Environmental Transparency in AI
2025/06/18 by Sasha Luccioni, Luccioni, Sasha, Boris Gamazaychikov +5 · 5 voices · 3 citations
Social Sciences · #Misinformation and Its Impacts #Ethics and Social Impacts of AI
- Scalable Data Ablation Approximations for Language Models through Modular Training and Merging
2024/01/01 by Clara Na, Ian Magnusson, Ananya Harsh Jha +4 · 1 voice · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Kinetics: Rethinking Test-Time Scaling Laws
2025/06/05 by Ranajoy Sadhukhan, Zhuoming Chen, Sadhukhan, Ranajoy +9 · 5 citations
Computer Science · Materials Science · #Cloud Computing and Resource Management #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel Computing and Optimization Techniques
- Gradient Localization Improves Lifelong Pretraining of Language Models
2024/11/07 by Jared Fernandez, Yonatan Bisk, Fernandez, Jared +3 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Carbon Connect: An Ecosystem for Sustainable Computing
2024/05/22 by Benjamin C. Lee, Lee, Benjamin C., David Brooks +24 · 1 voice · 1 citation
Engineering · Computer Science · #Green IT and Sustainability #Innovative Human-Technology Interaction
- Mention Annotations Alone Enable Efficient Domain Adaptation for Coreference Resolution
2022/10/14 by Nupoor Gandhi, Anjalie Field, Gandhi, Nupoor +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- On-device Streaming Discrete Speech Units
2025/06/02 by Kwanghee Choi, Choi, Kwanghee, Masao Someki +5 · 2 citations
Computer Science · Engineering · Social Sciences · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #IPv6, Mobility, Handover, Networks, Security #Machine Learning (cs.LG) #Multimedia Communication and Technology #Sound (cs.SD) #Wireless Communication Networks Research #electronic engineering #information engineering