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20182026
most citedWhat learning algorithm is in-context learning? Investigations with linear models

86 citations · 260 across the 16 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.CV2021★ 42 cited

Subspace Regularizers for Few-Shot Class Incremental Learning

Afra Feyza Akyürek, Ekin Akyürek, Derry Tanti Wijaya +1

Few-shot class incremental learning -- the problem of updating a trained classifier to discriminate among an expanded set of classes with limited labeled data -- is a key challenge…

cs.CL2021★ 6 cited

Lexicon Learning for Few-Shot Neural Sequence Modeling

Ekin Akyürek, Jacob Andreas

Sequence-to-sequence transduction is the core problem in language processing applications as diverse as semantic parsing, machine translation, and instruction following. The neural…