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20202022
most citedLearning from Few Examples: A Summary of Approaches to Few-Shot Learning

141 citations · 173 across the 5 of their papers we have counts for

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cs.CL2021

Pruning Attention Heads of Transformer Models Using A* Search: A Novel Approach to Compress Big NLP Architectures

Archit Parnami, Rahul Singh, Tarun Joshi

Recent years have seen a growing adoption of Transformer models such as BERT in Natural Language Processing and even in Computer Vision. However, due to their size, there has been…