Junbo Guo
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Research topics
Keywords
large language model
(2)
reinforcement learning from human feedback
(2)
preference alignment
(2)
reward function
(1)
semantic information
(1)
disentangled representation
(1)
structural information
(1)
auxiliary task
(1)
graph convolutional network
(1)
social media
(1)
controversy detection
(1)
chinese spelling correction
(1)
chinese spelling check
(1)
pronunciation prediction
(1)
adaptive weighting
(1)
decoding policy
(1)
chinese pronunciation prediction
(1)
listwise reward
(1)
character pronunciation
(1)
multi-task learning
(1)
Papers
On-the-fly Preference Alignment via Principle-Guided Decoding
ICLR 2025
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization
EMNLP 2024
LIRE: listwise reward enhancement for preference alignment
ACL 2024
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity
EMNLP 2022
Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection
ACL 2020