Clifford Earnshaw

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upvoted a paper 19 days ago

Disentangling Representation Evolution in Transformers through Directional Decomposition

Paper • 2609.15975 • Published 21 days ago • 9

upvoted 2 papers 6 months ago

What Matters in Transformers? Not All Attention is Needed

Paper • 2406.15786 • Published Jun 22, 2024 • 33

Making Large Language Models Efficient Dense Retrievers

Paper • 2512.20612 • Published Dec 23, 2025 • 5

upvoted a collection 6 months ago

LLM-Drop

Collection

Resources for studies on redundancy in LLMs, including layer dropping and representation-hierarchy-based pruning. • 16 items • Updated Jul 31 • 7

upvoted 2 papers 6 months ago

Understanding and Harnessing Sparsity in Unified Multimodal Models

Paper • 2512.02351 • Published Dec 2, 2025 • 6

Demystifying When Pruning Works via Representation Hierarchies

Paper • 2603.24652 • Published Apr 6 • 17