Ryan Koo
4 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Natural Language Processing
(2)
Generation
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Methods
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
domain adaptation
(1)
natural language processing
(1)
text classification
(1)
text editing
(1)
natural language generation
(1)
model evaluation
(1)
text generation
(1)
instruction tuning
(1)
reward function
(1)
multi-objective optimization
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
out-of-distribution detection
(1)
semantic shift
(1)
controllable generation
(1)
multi-objective reinforcement learning
(1)
cognitive bia
(1)
automatic evaluation
(1)
style control
(1)
Papers
Benchmarking Cognitive Biases in Large Language Models as Evaluators
ACL 2024
Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation
EMNLP 2024
Meta-Crafting: Improved Detection of Out-of-Distributed Texts via Crafting Metadata Space (Student Abstract)
AAAI 2024
CoEdIT: Text Editing by Task-Specific Instruction Tuning
EMNLP 2023