Fengjun Pan
4 papers · 2024–2024 · 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
(17)
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Hot Topic Early Bird
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The Questioner
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Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Security & Privacy
(1)
Application Areas
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Privacy
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
representation learning
(1)
zero-shot learning
(1)
few-shot learning
(1)
text classification
(1)
latent dirichlet allocation
(1)
in-context learning
(1)
topic modeling
(1)
chain-of-thought reasoning
(1)
hierarchical topic modeling
(1)
topic hierarchy
(1)
backdoor attack
(1)
adversarial attack
(1)
poisoning attack
(1)
evaluation benchmark
(1)
model poisoning
(1)
document embedding
(1)
transport plan
(1)
neural topic model
(1)
fallacy detection
(1)
Papers
Are LLMs Good Zero-Shot Fallacy Classifiers?
EMNLP 2024
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
AAAI 2024
Towards the TopMost: A Topic Modeling System Toolkit
ACL 2024
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning
EMNLP 2024