Quansen Wang
4 papers · 2024–2025 · 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 · Bronze
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Taxonomy Completionist
(15)
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The Questioner
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Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Resources & Methods
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Understanding
(1)
Keywords
causal inference
(1)
text classification
(1)
prompt engineering
(1)
semantic analysis
(1)
natural language understanding
(1)
ai safety
(1)
reinforcement learning from human feedback
(1)
label representation
(1)
semantic similarity
(1)
value alignment
(1)
human value
(1)
sparse autoencoder
(1)
reasoning ability
(1)
prompt tuning
(1)
knowledge graph completion
(1)
sentence representation
(1)
small language model
(1)
causal value graph
(1)
value steering
(1)
large language model
(1)
Papers
Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective
ACL 2025
ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection
ACL 2025
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks
AAAI 2024
Varying Sentence Representations via Condition-Specified Routers
EMNLP 2024