Search Results for author: Ekin Akyurek

Found 2 papers, 2 papers with code

Backpropagation through Back Substitution with a Backslash

1 code implementation23 Feb 2023 Alan Edelman, Ekin Akyurek, Yuyang Wang

This paper has three contributions: (i) it is of intellectual value to replace traditional treatments of automatic differentiation with a (left acting) operator theoretic, graph-based approach; (ii) operators can be readily placed in matrices in software in programming languages such as Julia as an implementation option; (iii) we introduce a novel notation, ``transpose dot'' operator ``$\{\}^{T_\bullet}$'' that allows for the reversal of operators.

Lexicon Learning for Few Shot Sequence Modeling

1 code implementation ACL 2021 Ekin Akyurek, Jacob Andreas

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

Instruction Following Machine Translation +3

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