Emma Strubell
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Machine Learning in Materials Science, Software Engineering Research
Most-Cited Works
- → Energy and Policy Considerations for Modern Deep Learning Research(2020)650 cited
- → Energy and Policy Considerations for Deep Learning in NLP(2019)422 cited
- → Aligning artificial intelligence with climate change mitigation(2022)404 cited
- → Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume(2021)307 cited
- → Power Hungry Processing: Watts Driving the Cost of AI Deployment?(2024)204 cited
- → Measuring the Carbon Intensity of AI in Cloud Instances(2022)181 cited
- → Machine-learned and codified synthesis parameters of oxide materials(2017)173 cited
- → Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks(2020)143 cited
- → Efficient Methods for Natural Language Processing: A Survey(2023)81 cited
- → Linguistically-Informed Self-Attention for Semantic Role Labeling(2018)60 cited