Shulin Huang
6 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (28) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (3)
AAAI (2)
COLING (1)
Top co-authors
Keywords
catastrophic forgetting
(1)
puzzle solving
(1)
logical reasoning
(1)
direct preference optimization
(1)
data augmentation
(1)
grammatical error correction
(1)
multimodal learning
(1)
multi-modal learning
(1)
fine-grained classification
(1)
model alignment
(1)
knowledge graph
(1)
evaluation benchmark
(1)
lateral thinking
(1)
pretrained language model
(1)
preference datum
(1)
heterogeneous knowledge
(1)
reward signal
(1)
native language
(1)
semantic class
(1)
contrastive learning
(1)
Papers
Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model
AAAI 2026
MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities
AAAI 2024
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles
COLING 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