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Tom Sherborne

  1. 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
  2. TRAM: Bridging Trust Regions and Sharpness Aware Minimization
    2023/10/05 by Tom Sherborne, Naomi Saphra, Sherborne, Tom +5 · 1 voice · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
  3. Meta-Learning a Cross-lingual Manifold for Semantic Parsing
    2022/09/26 by Tom Sherborne, Sherborne, Tom, Mirella Lapata +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  4. If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs
    2024/12/05 by Muhammad Khalifa, Khalifa, Muhammad, Arash Ahmadian +14 · 1 citation
    Business, Management and Accounting · #Innovation and Knowledge Management