Mansi Sakarvadia
- 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, Aswathy Ajith, Sakarvadia, Mansi +15 · 3 voices · 2 citations
Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG
- Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism
2023/10/25 by Mansi Sakarvadia, Arham Khan, Sakarvadia, Mansi +13 · 3 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
- 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)
- Towards Interpreting Language Models: A Case Study in Multi-Hop Reasoning
2024/11/06 by Mansi Sakarvadia, Sakarvadia, Mansi · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques