Ajith, Aswathy
- 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 · 5 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 · 3 citations
Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG
- SciQAG: A Framework for Auto-Generated Science Question Answering Dataset with Fine-grained Evaluation
2024/05/16 by Yuwei Wan, Wan, Yuwei, Yixuan Liu +15 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism
2023/10/25 by Mansi Sakarvadia, Sakarvadia, Mansi, Arham Khan +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
- The Diminishing Returns of Masked Language Models to Science
2022/05/23 by Zhi Hong, Aswathy Ajith, Hong, Zhi +9 · 1 citation
Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
- Deep Model Merging: The Sister of Neural Network Interpretability -- A Survey
2024/10/16 by Arham Khan, Todd Nief, Khan, Arham +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