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Dynamic-TinyBERT: Boost TinyBERT's Inference Efficiency by Dynamic Sequence Length


Nov 18, 2021
Shira Guskin, Moshe Wasserblat, Ke Ding, Gyuwan Kim

* ENLSP NeurIPS Workshop 2021, 7 pages 

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SSMix: Saliency-Based Span Mixup for Text Classification


Jun 15, 2021
Soyoung Yoon, Gyuwan Kim, Kyumin Park

* Findings of ACL 2021 

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Consistency Training with Virtual Adversarial Discrete Perturbation


Apr 15, 2021
Jungsoo Park, Gyuwan Kim, Jaewoo Kang

* 12 pages 

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Two-stage Textual Knowledge Distillation to Speech Encoder for Spoken Language Understanding


Oct 25, 2020
Seongbin Kim, Gyuwan Kim, Seongjin Shin, Sangmin Lee

* Preprint; 5 pages, 1 figure 

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ST-BERT: Cross-modal Language Model Pre-training For End-to-end Spoken Language Understanding


Oct 23, 2020
Minjeong Kim, Gyuwan Kim, Sang-Woo Lee, Jung-Woo Ha

* 5 pages, 2 figures 

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Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search


Oct 14, 2020
Gyuwan Kim, Kyunghyun Cho

* 11 pages, 4 figures 

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Large Product Key Memory for Pretrained Language Models


Oct 08, 2020
Gyuwan Kim, Tae-Hwan Jung

* Accepted to Findings of EMNLP 2020; 10 pages, 4 figures 

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Efficient Dialogue State Tracking by Selectively Overwriting Memory


Nov 10, 2019
Sungdong Kim, Sohee Yang, Gyuwan Kim, Sang-Woo Lee

* 11 pages, 2 figures 

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Subword Language Model for Query Auto-Completion


Sep 02, 2019
Gyuwan Kim

* EMNLP-IJCNLP 2019; Code is available at https://github.com/clovaai/subword-qac ; 11 pages, 2 figures 

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Training IBM Watson using Automatically Generated Question-Answer Pairs


Nov 12, 2016
Jangho Lee, Gyuwan Kim, Jaeyoon Yoo, Changwoo Jung, Minseok Kim, Sungroh Yoon


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