Search Results for author: Suwon Shin

Found 3 papers, 1 papers with code

Maximizing Efficiency of Language Model Pre-training for Learning Representation

no code implementations13 Oct 2021 Junmo Kang, Suwon Shin, Jeonghwan Kim, Jaeyoung Jo, Sung-Hyon Myaeng

Moreover, we evaluate an initial approach to the problem that has not succeeded in maintaining the accuracy of the model while showing a promising compute efficiency by thoroughly investigating the necessity of the generator module of ELECTRA.

Language Modelling

Leveraging Order-Free Tag Relations for Context-Aware Recommendation

no code implementations5 Dec 2020 Junmo Kang, Jeonghwan Kim, Suwon Shin, Sung-Hyon Myaeng

Tag recommendation relies on either a ranking function for top-$k$ tags or an autoregressive generation method.

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