Jinhyuk Lee

According to our database, Jinhyuk Lee authored at least 47 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?

Jinhyuk Lee, Anthony Chen, Zhuyun Dai, Dheeru Dua, Devendra Singh Sachan, Michael Boratko, Yi Luan, Sébastien M. R. Arnold, Vincent Perot, Siddharth Dalmia, Hexiang Hu, Xudong Lin, Panupong Pasupat, Aida Amini, Jeremy R. Cole, Sebastian Riedel, Iftekhar Naim, Ming-Wei Chang, Kelvin Guu

CoRR, 2024

Gecko: Versatile Text Embeddings Distilled from Large Language Models.

Jinhyuk Lee, Zhuyun Dai, Xiaoqi Ren, Blair Chen, Daniel Cer, Jeremy R. Cole, Kai Hui, Michael Boratko, Rajvi Kapadia, Wen Ding, Yi Luan, Sai Meher Karthik Duddu, Gustavo Hernández Ábrego, Weiqiang Shi, Nithi Gupta, Aditya Kusupati, Prateek Jain, Siddhartha Reddy Jonnalagadda, Ming-Wei Chang, Iftekhar Naim

CoRR, 2024

2023

Rethinking the Role of Token Retrieval in Multi-Vector Retrieval.

Jinhyuk Lee, Zhuyun Dai, Sai Meher Karthik Duddu, Tao Lei, Iftekhar Naim, Ming-Wei Chang, Vincent Y. Zhao

CoRR, 2023

Rethinking the Role of Token Retrieval in Multi-Vector Retrieval.

Jinhyuk Lee, Zhuyun Dai, Sai Meher Karthik Duddu, Tao Lei, Iftekhar Naim, Ming-Wei Chang, Vincent Zhao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Visual Tactile Sensor based on Feature Tracking of Patterns for Soft Human-Machine Interaction.

Jinhyuk Lee, Suwoong Lee, Min Young Kim

Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

Optimizing Test-Time Query Representations for Dense Retrieval.

Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

BERN2: an advanced neural biomedical named entity recognition and normalization tool.

Mujeen Sung, Minbyul Jeong, Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang

Bioinform., October, 2022

Pandemics are catalysts of scientific novelty: Evidence from COVID-19.

Meijun Liu, Yi Bu, Chongyan Chen, Jian Xu, Daifeng Li, Yan Leng, Richard B. Freeman, Eric T. Meyer, Wonjin Yoon, Mujeen Sung, Minbyul Jeong, Jinhyuk Lee, Jaewoo Kang, Chao Min, Min Song, Yujia Zhai, Ying Ding

J. Assoc. Inf. Sci. Technol., 2022

Multi-Vector Retrieval as Sparse Alignment.

Yujie Qian, Jinhyuk Lee, Sai Meher Karthik Duddu, Zhuyun Dai, Siddhartha Brahma, Iftekhar Naim, Tao Lei, Vincent Y. Zhao

CoRR, 2022

Refining Query Representations for Dense Retrieval at Test Time.

Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee

CoRR, 2022

A comprehensive evaluation of regression-based drug responsiveness prediction models, using cell viability inhibitory concentrations (IC50 values).

Aron Park, Minjae Joo, Kyungdoc Kim, Won-Joon Son, Gyutae Lim, Jinhyuk Lee, Jung Ho Kim, Dae Ho Lee, Seungyoon Nam

Bioinform., 2022

PATHOME-Drug: a subpathway-based polypharmacology drug-repositioning method.

Seungyoon Nam, Sungyoung Lee, Sungjin Park, Jinhyuk Lee, Aron Park, Yon Hui Kim, Taesung Park

Bioinform., 2022

Simple Questions Generate Named Entity Recognition Datasets.

Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Bridging the Training-Inference Gap for Dense Phrase Retrieval.

Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Crowdsourced identification of multi-target kinase inhibitors for RET- and TAU- based disease: The Multi-Targeting Drug DREAM Challenge.

Zhaoping Xiong, Minji Jeon, Robert J. Allaway, Jaewoo Kang, Donghyeon Park, Jinhyuk Lee, Hwisang Jeon, Miyoung Ko, Hualiang Jiang, Mingyue Zheng, Aik Choon Tan, Xindi Guo, Multi-Targeting Drug DREAM Challenge Community, Kristen K. Dang, Alex Tropsha, Chana Hecht, Tirtha K. Das, Heather A. Carlson, Ruben Abagyan, Justin Guinney, Avner Schlessinger, Ross L. Cagan

PLoS Comput. Biol., 2021

Can Language Models be Biomedical Knowledge Bases?

Mujeen Sung, Jinhyuk Lee, Sean S. Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Simple Entity-Centric Questions Challenge Dense Retrievers.

Christopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, Danqi Chen

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Phrase Retrieval Learns Passage Retrieval, Too.

Jinhyuk Lee, Alexander Wettig, Danqi Chen

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Learning Dense Representations of Phrases at Scale.

Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Can pandemics transform scientific novelty? Evidence from COVID-19.

Meijun Liu, Yi Bu, Chongyan Chen, Jian Xu, Daifeng Li, Yan Leng, Richard Barry Freeman, Eric Meyer, Wonjin Yoon, Mujeen Sung, Minbyul Jeong, Jinhyuk Lee, Jaewoo Kang, Min Song, Yujia Zhai, Ying Ding

CoRR, 2020

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

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

Bioinform., 2020

Adversarial Subword Regularization for Robust Neural Machine Translation.

Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Answering Questions on COVID-19 in Real-Time.

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

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

Look at the First Sentence: Position Bias in Question Answering.

Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Biomedical Entity Representations with Synonym Marginalization.

Mujeen Sung, Hwisang Jeon, Jinhyuk Lee, Jaewoo Kang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Contextualized Sparse Representations for Real-Time Open-Domain Question Answering.

Jinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, Jaewoo Kang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Systematic Inspection of the Clinical Relevance of TP53 Missense Mutations in Gastric Cancer.

SeongRyeol Moon, Curtis Balch, Sungjin Park, Jinhyuk Lee, Jiyong Sung, Seungyoon Nam

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

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

Jinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, Jaewoo Kang

CoRR, 2019

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

Wonjin Yoon, Chan Ho So, Jinhyuk Lee, Jaewoo Kang

BMC Bioinform., 2019

ReSimNet: drug response similarity prediction using Siamese neural networks.

Minji Jeon, Donghyeon Park, Jinhyuk Lee, Hwisang Jeon, Miyoung Ko, Sunkyu Kim, Yonghwa Choi, Aik Choon Tan, Jaewoo Kang

Bioinform., 2019

A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining.

Donghyeon Kim, Jinhyuk Lee, Chan Ho So, Hwisang Jeon, Minbyul Jeong, Yonghwa Choi, Wonjin Yoon, Mujeen Sung, Jaewoo Kang

IEEE Access, 2019

Pre-trained Language Model for Biomedical Question Answering.

Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong, Jaewoo Kang

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

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

Min Joon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

DeepNAP: Deep neural anomaly pre-detection in a semiconductor fab.

Chunggyeom Kim, Jinhyuk Lee, Raehyun Kim, Youngbin Park, Jaewoo Kang

Inf. Sci., 2018

Typeface Completion with Generative Adversarial Networks.

Yonggyu Park, Junhyun Lee, Yookyung Koh, Inyeop Lee, Jinhyuk Lee, Jaewoo Kang

CoRR, 2018

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

Jinhyuk Lee, Seongjun Yun, Hyunjae Kim, Miyoung Ko, Jaewoo Kang

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Learning User Preferences and Understanding Calendar Contexts for Event Scheduling.

Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, Jaewoo Kang

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

GCMix: An Efficient Data Protection Scheme against the Paired Page Interference.

Sang-Hoon Kim, Jinhyuk Lee, Jin-Soo Kim

ACM Trans. Storage, 2017

Name Nationality Classification with Recurrent Neural Networks.

Jinhyuk Lee, Hyunjae Kim, Miyoung Ko, Donghee Choi, Jaehoon Choi, Jaewoo Kang

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

NMRe: a web server for NMR protein structure refinement with high-quality structure validation scores.

Hyojung Ryu, Gyutae Lim, Bong Hyun Sung, Jinhyuk Lee

Bioinform., 2016

2012

STAP Refinement of the NMR database: a database of 2405 refined solution NMR structures.

Joshua SungWoo Yang, Ji-han Kim, Sangho Oh, Gukjeong Han, Sanghyuk Lee, Jinhyuk Lee

Nucleic Acids Res., 2012

A simplified homology-model builder toward highly protein-like structures: An inspection of restraining potentials.

Tae-Rae Kim, Sangho Oh, Joshua SungWoo Yang, Sanghyuk Lee, Seokmin Shin, Jinhyuk Lee

J. Comput. Chem., 2012

2009

Beta-hairpin restraint potentials for calculations of potentials of mean force as a function of beta-hairpin tilt, rotation, and distance.

Jinhyuk Lee, Sihyun Ham, Wonpil Im

J. Comput. Chem., 2009

Novel free energy calculations to explore mechanisms and energetics of membrane protein structure and function.

Wonpil Im, Jinhyuk Lee, Taehoon Kim, Huan Rui

J. Comput. Chem., 2009

2007

Implementation and application of helix-helix distance and crossing angle restraint potentials.

Jinhyuk Lee, Wonpil Im

J. Comput. Chem., 2007

2006

Adaptive End-To-End Loss Differentiation Scheme for TCP Over Wired/Wireless Networks.

Chang-hyeon Lim, Jinhyuk Lee, Taehwan Kim, Woojin Han, Dowon Hyun, Ju-wook Jang

Proceedings of the WINSYS 2006, 2006

Performance Measurement of Car-To-Car Ad-hoc Networks In The Real World.

Taehwan Kim, Woojin Han, Jinhyuk Lee, Dowon Hyun, Ju-wook Jang

Proceedings of the WINSYS 2006, 2006