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Learning Dense Representations of Phrases at Scale

Jan 02, 2021
Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen

* 14 pages 

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How Do Your Biomedical Named Entity Models Generalize to Novel Entities?

Jan 01, 2021
Hyunjae Kim, Jaewoo Kang

* Work in progress 

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Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods

Oct 20, 2020
Byungjoo Kim, Bryce Chudomelka, Jinyoung Park, Jaewoo Kang, Youngjoon Hong, Hyunwoo J. Kim

* ECCV 2020 

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MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System

Jul 10, 2020
Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang

* 7 pages, 5 figures, IJCAI-PRICAI 2020 

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Transferability of Natural Language Inference to Biomedical Question Answering

Jul 01, 2020
Minbyul Jeong, Mujeen Sung, Gangwoo Kim, Donghyeon Kim, Wonjin Yoon, Jaehyo Yoo, Jaewoo Kang

* submit for the 8th BioASQ workshop 2020 

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Answering Questions on COVID-19 in Real-Time

Jun 29, 2020
Jinhyuk Lee, Sean S. Yi, Minbyul Jeong, Mujeen Sung, Wonjin Yoon, Yonghwa Choi, Miyoung Ko, Jaewoo Kang

* 10 pages 

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Biomedical Entity Representations with Synonym Marginalization

May 01, 2020
Mujeen Sung, Hwisang Jeon, Jinhyuk Lee, Jaewoo Kang

* ACL 2020 

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Look at the First Sentence: Position Bias in Question Answering

Apr 30, 2020
Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang

* 14 pages 

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Adversarial Subword Regularization for Robust Neural Machine Translation

Apr 29, 2020
Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang


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Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests

Apr 11, 2020
Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang


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Learning by Semantic Similarity Makes Abstractive Summarization Better

Feb 18, 2020
Wonjin Yoon, Yoon Sun Yeo, Minbyul Jeong, Bong-Jun Yi, Jaewoo Kang


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Contextualized Sparse Representation with Rectified N-Gram Attention for Open-Domain Question Answering

Nov 07, 2019
Jinhyuk Lee, Minjoon Seo, Hannaneh Hajishirzi, Jaewoo Kang

* 10 pages 

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Graph Transformer Networks

Nov 06, 2019
Seongjun Yun, Minbyul Jeong, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim

* Neural Information Processing Systems (NeurIPS), 2019 

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Pre-trained Language Model for Biomedical Question Answering

Sep 18, 2019
Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong, Jaewoo Kang

* This paper is accepted for an oral presentation in BioASQ Workshop @ ECML PKDD 2019 

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HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

Aug 24, 2019
Raehyun Kim, Chan Ho So, Minbyul Jeong, Sanghoon Lee, Jinkyu Kim, Jaewoo Kang


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SAIN: Self-Attentive Integration Network for Recommendation

May 27, 2019
Seoungjun Yun, Raehyun Kim, Miyoung Ko, Jaewoo Kang

* SIGIR 2019 

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KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks

May 16, 2019
Donghyeon Park, Keonwoo Kim, Yonggyu Park, Jungwoon Shin, Jaewoo Kang

* Accepted and to be appeared in IJCAI-2019 

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Self-Attention Graph Pooling

Apr 24, 2019
Junhyun Lee, Inyeop Lee, Jaewoo Kang

* 10 pages, 3 figures, 4 tables. Accepted to ICML 2019. Email addresses and the correspondence edited 

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Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network

Mar 25, 2019
Raehyun Kim, Hyunjae Kim, Janghyuk Lee, Jaewoo Kang

* SDM 2019 

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BioBERT: a pre-trained biomedical language representation model for biomedical text mining

Feb 03, 2019
Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, Jaewoo Kang

* 8 pages, 4 figures 

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Typeface Completion with Generative Adversarial Networks

Dec 13, 2018
Yonggyu Park, Junhyun Lee, Yookyung Koh, Inyeop Lee, Jinhyuk Lee, Jaewoo Kang


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Learning User Preferences and Understanding Calendar Contexts for Event Scheduling

Oct 17, 2018
Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, Jaewoo Kang

* CIKM 2018 

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Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering

Oct 01, 2018
Jinhyuk Lee, Seongjun Yun, Hyunjae Kim, Miyoung Ko, Jaewoo Kang

* EMNLP 2018 

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CollaboNet: collaboration of deep neural networks for biomedical named entity recognition

Sep 21, 2018
Wonjin Yoon, Chan Ho So, Jinhyuk Lee, Jaewoo Kang

* DTMBio workshop at CIKM 2018 

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