Minseok Choi
8 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(5)
Machine Learning
(4)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Applications
(2)
Generation
(2)
Learning Paradigms
(2)
Models
(2)
Resources & Methods
(2)
Mathematics & Optimization
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
machine unlearning
(2)
adversarial learning
(2)
contrastive learning
(1)
robust optimization
(1)
adversarial robustness
(1)
optimal transport
(1)
relation extraction
(1)
document-level extraction
(1)
named entity recognition
(1)
text representation
(1)
privacy preservation
(1)
adversarial training
(1)
text style transfer
(1)
model aggregation
(1)
distributed optimization
(1)
model averaging
(1)
straggler mitigation
(1)
energy-based model
(1)
pre-trained language model
(1)
content preservation
(1)
Papers
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport
ACL 2025
Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models
EMNLP 2024
Protecting Privacy Through Approximating Optimal Parameters for Sequence Unlearning in Language Models
ACL 2024
HistRED: A Historical Document-Level Relation Extraction Dataset
ACL 2023
PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration
IJCNLP 2023
SimCKP: Simple Contrastive Learning of Keyphrase Representations
EMNLP 2023
Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model
EMNLP 2022
Sageflow: Robust Federated Learning against Both Stragglers and Adversaries
NeurIPS 2021