Eugene Choi
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Resources & Methods
(1)
Keywords
preference optimization
(2)
reinforcement learning
(2)
policy gradient
(1)
adversarial training
(1)
model alignment
(1)
off-policy learning
(1)
language model
(1)
vision-language model
(1)
beam search
(1)
language model fine-tuning
(1)
decoding algorithm
(1)
sequence-level optimization
(1)
nucleus sampling
(1)
dialogue annotation
(1)
large language model
(1)
pipeline system
(1)
inference anchoring theory
(1)
harmful output
(1)
toxicity score
(1)
multimodal context
(1)
Papers
ELITE: Enhanced Language-Image Toxicity Evaluation for Safety
ICML 2025
Self-Improving Robust Preference Optimization
ICLR 2025
Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion
EMNLP 2024
Pungene at DialAM-2024: Identification of Propositional and Illocutionary Relations
ACL 2024
A Non-monotonic Self-terminating Language Model
ICLR 2023