Yanling Wang
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(4)
Natural Language Processing
(4)
Applications
(4)
Core AI
(4)
Deep Learning
(2)
Application Areas
(2)
Generation
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Architectures
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
knowledge base question generation
(2)
question answering
(2)
large language model
(2)
transfer learning
(2)
semantic parsing
(1)
network pruning
(1)
model pruning
(1)
knowledge graph
(1)
scaling law
(1)
hidden representation
(1)
graph reasoning
(1)
model efficiency
(1)
graph contrastive learning
(1)
knowledge base question answering
(1)
layer pruning
(1)
pruning rate
(1)
soft prompting
(1)
factuality prediction
(1)
representation probing
(1)
non-factual response
(1)
Papers
FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models
EMNLP 2025
P2 Law: Scaling Law for Post-Training After Model Pruning
ACL 2025
Streamlining Redundant Layers to Compress Large Language Models
ICLR 2025
SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation
NAACL 2024
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering
ACL 2023
DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner
EMNLP 2022