Jinhyuk Lee

70 papers A* 6A 1Journal 47Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
EmbeddingGemma: Powerful and Lightweight Text Representations.
CoRR
Henrique Schechter Vera, Sahil Dua, Biao Zhang, Daniel Salz, Ryan Mullins, Sindhu Raghuram Panyam, Sara Smoot, Iftekhar Naim, Joe Zou, Feiyang Chen, Daniel Cer, Alice Lisak, Min Choi, Lucas Gonzalez, Omar Sanseviero, Glenn Cameron, Ian Ballantyne, Kat Black, Kaifeng Chen, Weiyi Wang, Zhe Li, Gus Martins, Jinhyuk Lee, Mark Sherwood, Ju-yeong Ji, Renjie Wu, Jingxiao Zheng, Jyotinder Singh, Abheesht Sharma, Divyashree Sreepathihalli, Aashi Jain, Adham Elarabawy, AJ Co, Andreas Doumanoglou, Babak Samari, Ben Hora, Brian Potetz, Dahun Kim, Enrique Alfonseca, Fedor Moiseev, Feng Han, Frank Palma Gomez, Gustavo Hernández Ábrego, Hesen Zhang, Hui Hui, Jay Han, Karan Gill, Ke Chen, Koert Chen, Madhuri Shanbhogue, Michael Boratko, Paul Suganthan, Sai Meher Karthik Duddu, Sandeep Mariserla, Setareh Ariafar, Shanfeng Zhang, Shijie Zhang, Simon Baumgartner, Sonam Goenka, Steve Qiu, Tanmaya Dabral, Trevor Walker, Vikram Rao, Waleed Khawaja, Wenlei Zhou, Xiaoqi Ren, Ye Xia, Yichang Chen, Yi-Ting Chen, Zhe Dong, Zhongli Ding, Francesco Visin, Gaël Liu, Jiageng Zhang, Kathleen Kenealy, Michelle Casbon, Ravin Kumar, Thomas Mesnard, Zach Gleicher, Cormac Brick, Olivier Lacombe, Adam Roberts, Qin Yin, Yun-Hsuan Sung, Raphael Hoffmann, Tris Warkentin, Armand Joulin, Tom Duerig, Mojtaba Seyedhosseini
2025 J jnl
Gemini Embedding: Generalizable Embeddings from Gemini.
CoRR
Jinhyuk Lee, Feiyang Chen, Sahil Dua, Daniel Cer, Madhuri Shanbhogue, Iftekhar Naim, Gustavo Hernández Ábrego, Zhe Li, Kaifeng Chen, Henrique Schechter Vera, Xiaoqi Ren, Shanfeng Zhang, Daniel Salz, Michael Boratko, Jay Han, Blair Chen, Shuo Huang, Vikram Rao, Paul Suganthan, Feng Han, Andreas Doumanoglou, Nithi Gupta, Fedor Moiseev, Cathy Yip, Aashi Jain, Simon Baumgartner, Shahrokh Shahi, Frank Palma Gomez, Sandeep Mariserla, Min Choi, Parashar Shah, Sonam Goenka, Ke Chen, Ye Xia, Koert Chen, Sai Meher Karthik Duddu, Yichang Chen, Trevor Walker, Wenlei Zhou, Rakesh Ghiya, Zach Gleicher, Karan Gill, Zhe Dong, Mojtaba Seyedhosseini, Yun-Hsuan Sung, Raphael Hoffmann, Tom Duerig
2025 — conf
LOFT: Scalable and More Realistic Long-Context Evaluation.
NAACL (Findings)
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
2025 J jnl
On the Theoretical Limitations of Embedding-Based Retrieval.
CoRR
Orion Weller, Michael Boratko, Iftekhar Naim, Jinhyuk Lee
2025 J jnl
Surface defect detection using distributed features.
Eng. Appl. Artif. Intell.
The Van Le, Jordan Daniel Joshua, Taehwan Kim, Jinhyuk Lee, Seong Han Kim, Jin Young Lee
2024 J jnl
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
CoRR
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
2024 J jnl
Gecko: Versatile Text Embeddings Distilled from Large Language Models.
CoRR
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
2023 — conf
Optimizing Test-Time Query Representations for Dense Retrieval.
ACL (Findings)
Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee
2023 A* conf
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval.
NeurIPS
Jinhyuk Lee, Zhuyun Dai, Sai Meher Karthik Duddu, Tao Lei, Iftekhar Naim, Ming-Wei Chang, Vincent Y. Zhao
2023 J jnl
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval.
CoRR
Jinhyuk Lee, Zhuyun Dai, Sai Meher Karthik Duddu, Tao Lei, Iftekhar Naim, Ming-Wei Chang, Vincent Y. Zhao
2023 — conf
Visual Tactile Sensor based on Feature Tracking of Patterns for Soft Human-Machine Interaction.
ICUFN
Jinhyuk Lee, Suwoong Lee, Min Young Kim
2022 J jnl
A comprehensive evaluation of regression-based drug responsiveness prediction models, using cell viability inhibitory concentrations (IC50 values).
Bioinform.
Aron Park, Minjae Joo, Kyungdoc Kim, Won-Joon Son, Gyutae Lim, Jinhyuk Lee, Jung Ho Kim, Dae Ho Lee, Seungyoon Nam
2022 J jnl
BERN2: an advanced neural biomedical named entity recognition and normalization tool.
Bioinform.
Mujeen Sung, Minbyul Jeong, Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang
2022 J jnl
BERN2: an advanced neural biomedical named entity recognition and normalization tool.
CoRR
Mujeen Sung, Minbyul Jeong, Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang
2022 — conf
Bridging the Training-Inference Gap for Dense Phrase Retrieval.
EMNLP (Findings)
Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang
2022 J jnl
Bridging the Training-Inference Gap for Dense Phrase Retrieval.
CoRR
Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang
2022 J jnl
Multi-Vector Retrieval as Sparse Alignment.
CoRR
Yujie Qian, Jinhyuk Lee, Sai Meher Karthik Duddu, Zhuyun Dai, Siddhartha Brahma, Iftekhar Naim, Tao Lei, Vincent Y. Zhao
2022 J jnl
PATHOME-Drug: a subpathway-based polypharmacology drug-repositioning method.
Bioinform.
Seungyoon Nam, Sungyoung Lee, Sungjin Park, Jinhyuk Lee, Aron Park, Yon Hui Kim, Taesung Park
2022 J jnl
Pandemics are catalysts of scientific novelty: Evidence from COVID-19.
J. Assoc. Inf. Sci. Technol.
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
2022 J jnl
Refining Query Representations for Dense Retrieval at Test Time.
CoRR
Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee
2022 A* conf
Simple Questions Generate Named Entity Recognition Datasets.
EMNLP
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
2021 — conf
Can Language Models be Biomedical Knowledge Bases?
EMNLP (1)
Mujeen Sung, Jinhyuk Lee, Sean S. Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang
2021 J jnl
Can Language Models be Biomedical Knowledge Bases?
CoRR
Mujeen Sung, Jinhyuk Lee, Sean S. Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang
2021 J jnl
Crowdsourced identification of multi-target kinase inhibitors for RET- and TAU- based disease: The Multi-Targeting Drug DREAM Challenge.
PLoS Comput. Biol.
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, Alexander Tropsha, Chana Hecht, Tirtha K. Das, Heather A. Carlson, Ruben Abagyan, Justin Guinney, Avner Schlessinger, Ross L. Cagan
2021 — conf
Learning Dense Representations of Phrases at Scale.
ACL/IJCNLP (1)
Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen
2021 — conf
Phrase Retrieval Learns Passage Retrieval, Too.
AKBC
Jinhyuk Lee, Alexander Wettig, Danqi Chen
2021 — conf
Phrase Retrieval Learns Passage Retrieval, Too.
EMNLP (1)
Jinhyuk Lee, Alexander Wettig, Danqi Chen
2021 J jnl
Phrase Retrieval Learns Passage Retrieval, Too.
CoRR
Jinhyuk Lee, Alexander Wettig, Danqi Chen
2021 — conf
Simple Entity-Centric Questions Challenge Dense Retrievers.
EMNLP (1)
Christopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, Danqi Chen
2021 J jnl
Simple Entity-Centric Questions Challenge Dense Retrievers.
CoRR
Christopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, Danqi Chen
2021 J jnl
Simple Questions Generate Named Entity Recognition Datasets.
CoRR
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
2020 — conf
Adversarial Subword Regularization for Robust Neural Machine Translation.
EMNLP (Findings)
Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang
2020 J jnl
Adversarial Subword Regularization for Robust Neural Machine Translation.
CoRR
Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang
2020 — conf
Answering Questions on COVID-19 in Real-Time.
NLP4COVID@EMNLP
Jinhyuk Lee, Sean S. Yi, Minbyul Jeong, Mujeen Sung, Wonjin Yoon, Yonghwa Choi, Miyoung Ko, Jaewoo Kang
2020 J jnl
Answering Questions on COVID-19 in Real-Time.
CoRR
Jinhyuk Lee, Sean S. Yi, Minbyul Jeong, Mujeen Sung, Wonjin Yoon, Yonghwa Choi, Miyoung Ko, Jaewoo Kang
2020 J jnl
BioBERT: a pre-trained biomedical language representation model for biomedical text mining.
Bioinform.
Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, Jaewoo Kang
2020 A* conf
Biomedical Entity Representations with Synonym Marginalization.
ACL
Mujeen Sung, Hwisang Jeon, Jinhyuk Lee, Jaewoo Kang
2020 J jnl
Biomedical Entity Representations with Synonym Marginalization.
CoRR
Mujeen Sung, Hwisang Jeon, Jinhyuk Lee, Jaewoo Kang
2020 J jnl
Can pandemics transform scientific novelty? Evidence from COVID-19.
CoRR
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
2020 A* conf
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering.
ACL
Jinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, Jaewoo Kang
2020 J jnl
Learning Dense Representations of Phrases at Scale.
CoRR
Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen
2020 — conf
Look at the First Sentence: Position Bias in Question Answering.
EMNLP (1)
Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang
2020 J jnl
Look at the First Sentence: Position Bias in Question Answering.
CoRR
Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang
2019 J jnl
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining.
IEEE Access
Donghyeon Kim, Jinhyuk Lee, Chan Ho So, Hwisang Jeon, Minbyul Jeong, Yonghwa Choi, Wonjin Yoon, Mujeen Sung, Jaewoo Kang
2019 J jnl
BioBERT: a pre-trained biomedical language representation model for biomedical text mining.
CoRR
Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, Jaewoo Kang
2019 J jnl
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition.
BMC Bioinform.
Wonjin Yoon, Chan Ho So, Jinhyuk Lee, Jaewoo Kang
2019 J jnl
Contextualized Sparse Representation with Rectified N-Gram Attention for Open-Domain Question Answering.
CoRR
Jinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, Jaewoo Kang
2019 — conf
Pre-trained Language Model for Biomedical Question Answering.
PKDD/ECML Workshops (2)
Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong, Jaewoo Kang
2019 J jnl
Pre-trained Language Model for Biomedical Question Answering.
CoRR
Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong, Jaewoo Kang
2019 J jnl
ReSimNet: drug response similarity prediction using Siamese neural networks.
Bioinform.
Minji Jeon, Donghyeon Park, Jinhyuk Lee, Hwisang Jeon, Miyoung Ko, Sunkyu Kim, Yonghwa Choi, Aik Choon Tan, Jaewoo Kang
2019 — conf
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index.
ACL (1)
Min Joon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi
2019 J jnl
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index.
CoRR
Min Joon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi
2019 J jnl
Systematic Inspection of the Clinical Relevance of TP53 Missense Mutations in Gastric Cancer.
IEEE ACM Trans. Comput. Biol. Bioinform.
SeongRyeol Moon, Curtis Balch, Sungjin Park, Jinhyuk Lee, Jiyong Sung, Seungyoon Nam
2018 J jnl
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition.
CoRR
Wonjin Yoon, Chan Ho So, Jinhyuk Lee, Jaewoo Kang
2018 J jnl
DeepNAP: Deep neural anomaly pre-detection in a semiconductor fab.
Inf. Sci.
Chunggyeom Kim, Jinhyuk Lee, Raehyun Kim, Youngbin Park, Jaewoo Kang
2018 A conf
Learning User Preferences and Understanding Calendar Contexts for Event Scheduling.
CIKM
Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, Jaewoo Kang
2018 J jnl
Learning User Preferences and Understanding Calendar Contexts for Event Scheduling.
CoRR
Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, Jaewoo Kang
2018 A* conf
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering.
EMNLP
Jinhyuk Lee, Seongjun Yun, Hyunjae Kim, Miyoung Ko, Jaewoo Kang
2018 J jnl
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering.
CoRR
Jinhyuk Lee, Seongjun Yun, Hyunjae Kim, Miyoung Ko, Jaewoo Kang
2018 J jnl
Typeface Completion with Generative Adversarial Networks.
CoRR
Yonggyu Park, Junhyun Lee, Yookyung Koh, Inyeop Lee, Jinhyuk Lee, Jaewoo Kang
2017 J jnl
GCMix: An Efficient Data Protection Scheme against the Paired Page Interference.
ACM Trans. Storage
Sang-Hoon Kim, Jinhyuk Lee, Jin-Soo Kim
2017 A* conf
Name Nationality Classification with Recurrent Neural Networks.
IJCAI
Jinhyuk Lee, Hyunjae Kim, Miyoung Ko, Donghee Choi, Jaehoon Choi, Jaewoo Kang
2016 J jnl
NMRe: a web server for NMR protein structure refinement with high-quality structure validation scores.
Bioinform.
Hyojung Ryu, Gyutae Lim, Bong Hyun Sung, Jinhyuk Lee
2012 J jnl
A simplified homology-model builder toward highly protein-like structures: An inspection of restraining potentials.
J. Comput. Chem.
Tae-Rae Kim, Sangho Oh, Joshua SungWoo Yang, Sanghyuk Lee, Seokmin Shin, Jinhyuk Lee
2012 J jnl
STAP Refinement of the NMR database: a database of 2405 refined solution NMR structures.
Nucleic Acids Res.
Joshua SungWoo Yang, Ji-han Kim, Sangho Oh, Gukjeong Han, Sanghyuk Lee, Jinhyuk Lee
2009 J jnl
Beta-hairpin restraint potentials for calculations of potentials of mean force as a function of beta-hairpin tilt, rotation, and distance.
J. Comput. Chem.
Jinhyuk Lee, Sihyun Ham, Wonpil Im
2009 J jnl
Novel free energy calculations to explore mechanisms and energetics of membrane protein structure and function.
J. Comput. Chem.
Wonpil Im, Jinhyuk Lee, Taehoon Kim, Huan Rui
2007 J jnl
Implementation and application of helix-helix distance and crossing angle restraint potentials.
J. Comput. Chem.
Jinhyuk Lee, Wonpil Im
2006 — conf
Adaptive End-To-End Loss Differentiation Scheme for TCP Over Wired/Wireless Networks.
WINSYS
Chang-hyeon Lim, Jinhyuk Lee, Taehwan Kim, Woojin Han, Dowon Hyun, Ju-wook Jang
2006 — conf
Performance Measurement of Car-To-Car Ad-hoc Networks In The Real World.
WINSYS
Taehwan Kim, Woojin Han, Jinhyuk Lee, Dowon Hyun, Ju-wook Jang