Chard, Kyle
- Comprehensive Exploration of Synthetic Data Generation: A Survey
2024/01/04 by Bauer, André, Trapp, Simon, Stenger, Michael +5 · 18 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models
2023/09/11 by Mansi Sakarvadia, Aswathy Ajith, Sakarvadia, Mansi +13 · 2 voices · 3 citations
Computer Science · #cs.CL #cs.AI #cs.LG
- Mitigating Memorization In Language Models
2024/10/03 by Mansi Sakarvadia, Sakarvadia, Mansi, Aswathy Ajith +15 · 3 voices · 2 citations
Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG
- Computing Environments for Reproducibility: Capturing the "Whole Tale"
2018/05/01 by Brinckman, Adam, Chard, Kyle, Gaffney, Niall +11 · 3 citations
#Computers and Society (cs.CY) #FOS: Computer and information sciences
- Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism
2023/10/25 by Mansi Sakarvadia, Arham Khan, Sakarvadia, Mansi +13 · 4 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
- MOFA: Discovering Materials for Carbon Capture with a GenAI- and Simulation-Based Workflow
2025/01/18 by Xiaoli Yan, Nathaniel Hudson, Yan, Xiaoli +33 · 5 citations
Decision Sciences · #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- The Diminishing Returns of Masked Language Models to Science
2022/05/23 by Hong, Zhi, Ajith, Aswathy, Pauloski, Gregory +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
- Empowering Scientific Workflows with Federated Agents
2025/05/08 by Pauloski, J. Gregory, Babuji, Yadu, Chard, Ryan +3 · 6 citations
#Distributed #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Parallel #and Cluster Computing (cs.DC)
- A Terminology for Scientific Workflow Systems
2025/06/09 by Frédéric Suter, Suter, Frédéric, Tainã Coleman +49 · 6 citations
Decision Sciences · Computer Science · Earth and Planetary Sciences · #Scientific Computing and Data Management #Research Data Management Practices #Environmental Monitoring and Data Management
- Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision
2024/02/05 by Nathaniel Hudson, Hudson, Nathaniel, J. Gregory Pauloski +29 · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Combining Language and Graph Models for Semi-structured Information Extraction on the Web
2024/02/21 by Hong, Zhi, Chard, Kyle, Foster, Ian · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Accelerating Communications in Federated Applications with Transparent Object Proxies
2023/05/16 by J. Gregory Pauloski, Valérie Hayot-Sasson, Pauloski, J. Gregory +13 · 1 citation
Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Deep Model Merging: The Sister of Neural Network Interpretability -- A Survey
2024/10/16 by Arham Khan, Khan, Arham, Todd Nief +15 · 1 citation
Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications
- Experiences with Model Context Protocol Servers for Science and High Performance Computing
2025/08/25 by Pan, Haochen, Chard, Ryan, Mello, Reid +12 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Exascale Workflow Applications and Middleware: An ExaWorks Retrospective
2024/11/16 by Alsaadi, Aymen, Hategan-Marandiuc, Mihael, Maheshwari, Ketan +9 · 1 citation
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- Octopus: Experiences with a Hybrid Event-Driven Architecture for Distributed Scientific Computing
2024/07/16 by Haochen Pan, Ryan Chard, Pan, Haochen +17 · 1 citation
Computer Science · Decision Sciences · #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)