Shulin Huang
6 papers · 2022–2026 · 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
(25)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Applications
(3)
Core AI
(3)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Models
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
multimodal learning
(2)
puzzle solving
(1)
heterogeneous knowledge
(1)
direct preference optimization
(1)
data augmentation
(1)
grammatical error correction
(1)
logical reasoning
(1)
fine-grained classification
(1)
model alignment
(1)
knowledge graph
(1)
evaluation benchmark
(1)
pre-trained language model
(1)
lateral thinking
(1)
preference data
(1)
catastrophic forgetting
(1)
reward signal
(1)
native language
(1)
semantic class
(1)
controllable text generation
(1)
contrastive learning
(1)
Papers
Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model
AAAI 2026
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles
COLING 2024
MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities
AAAI 2024
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking
EMNLP 2022
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction
EMNLP 2022
Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation
EMNLP 2022