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Simple Entity-Centric Questions Challenge Dense Retrievers


Sep 26, 2021
Christopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, Danqi Chen

* EMNLP 2021. The code and data is publicly available at https://github.com/princeton-nlp/EntityQuestions 

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Phrase Retrieval Learns Passage Retrieval, Too


Sep 16, 2021
Jinhyuk Lee, Alexander Wettig, Danqi Chen

* EMNLP 2021. Code available at https://github.com/princeton-nlp/DensePhrases 

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Can Language Models be Biomedical Knowledge Bases?


Sep 15, 2021
Mujeen Sung, Jinhyuk Lee, Sean Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang

* EMNLP 2021. Code available at https://github.com/dmis-lab/BioLAMA 

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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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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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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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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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Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index


Jun 14, 2019
Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

* ACL 2019; Code & demo available at https://nlp.cs.washington.edu/denspi/ ; Added comparison to Weaver (Raison et al., 2018) 

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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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