Jinhyuk Lee
18 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(11)
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Keyword Champion
(4)
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Deep Specialist
(10)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(87)
Top co-authors
Research topics
Natural Language Processing
(16)
Machine Learning
(14)
Applications Β· Natural Language Processing
(14)
Deep Learning
(9)
Core Methods
(7)
Learning Types Β· Deep Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Learning Types Β· Machine Learning
(6)
Application Areas
(4)
Computer Science
(3)
Applications Β· Computer Science
(3)
Optimization & Theory
(3)
Data Science & Analytics
(2)
Healthcare & Medicine
(2)
Keywords
open-domain question answering
(7)
question answering
(7)
information retrieval
(4)
phrase retrieval
(4)
dense retrieval
(4)
passage retrieval
(3)
named entity recognition
(2)
document retrieval
(2)
biomedical text mining
(2)
reading comprehension
(2)
knowledge base
(2)
domain adaptation
(1)
neural machine translation
(1)
transfer learning
(1)
benchmark evaluation
(1)
entity linking
(1)
few-shot learning
(1)
low-resource learning
(1)
retrieval generalization
(1)
data augmentation
(1)
Papers
LOFT: Scalable and More Realistic Long-Context Evaluation
NAACL 2025
MoQA: Benchmarking Multi-Type Open-Domain Question Answering
ACL 2023
Optimizing Test-Time Query Representations for Dense Retrieval
ACL 2023
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval
NeurIPS 2023
Bridging the Training-Inference Gap for Dense Phrase Retrieval
EMNLP 2022
Simple Questions Generate Named Entity Recognition Datasets
EMNLP 2022
Can Language Models be Biomedical Knowledge Bases?
EMNLP 2021
Learning Dense Representations of Phrases at Scale
ACL 2021
Phrase Retrieval Learns Passage Retrieval, Too
EMNLP 2021
Simple Entity-Centric Questions Challenge Dense Retrievers
EMNLP 2021
Adversarial Subword Regularization for Robust Neural Machine Translation
EMNLP 2020
Answering Questions on COVID-19 in Real-Time
EMNLP 2020
Biomedical Entity Representations with Synonym Marginalization
ACL 2020
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering
ACL 2020
Look at the First Sentence: Position Bias in Question Answering
EMNLP 2020
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index
ACL 2019
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering
EMNLP 2018
Name Nationality Classification with Recurrent Neural Networks
IJCAI 2017