computer-vision-2

Natural Language Transduction

3260 papers • 126 benchmarks • 313 datasets

Converting one sequence into another

(Image credit: Papersgraph)

Benchmarks

These leaderboards are used to track progress in natural-language-transduction-4

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Libraries

i

Use these libraries to find natural-language-transduction-4 models and implementations

Datasets

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Subtasks

Lipreading

Most implemented papers

Semi-Supervised Neural Architecture Search

Tao Qin, Enhong Chen, Tie-Yan Liu, Xu Tan, Renqian Luo, Rui Wang•Sun Feb 23 2020

This paper proposes SemiNAS, a semi-supervised NAS approach that leverages numerous unlabeled architectures (without evaluation and thus nearly no cost) to improve the controller and achieves higher accuracy under the same computational cost.

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Learning to Transduce with Unbounded Memory

Mustafa Suleyman, Karl Moritz Hermann, Phil Blunsom, Edward Grefenstette•Sun Jun 07 2015

This paper proposes new memory-based recurrent networks that implement continuously differentiable analogues of traditional data structures such as Stacks, Queues, and DeQues and shows that these architectures exhibit superior generalisation performance to Deep RNNs and are often able to learn the underlying generating algorithms in the transduction experiments.

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Paper Graph

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