Junlong Liu
6 papers · 2022–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Trend Setter
Venues
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Core Methods
(3)
Deep Learning
(2)
Architectures
(2)
Core AI
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications · Data Science & Analytics
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Paradigms
(1)
Keywords
emotion-cause pair extraction
(2)
multi-view clustering
(1)
causal inference
(1)
catastrophic forgetting
(1)
multi-task learning
(1)
probabilistic modeling
(1)
data augmentation
(1)
relation extraction
(1)
commonsense knowledge
(1)
hierarchical text classification
(1)
class imbalance
(1)
clause representation
(1)
posterior probability
(1)
generative model
(1)
pre-trained language model
(1)
graph propagation
(1)
heterogeneous graph
(1)
graph convolutional network
(1)
probabilistic clustering
(1)
pairwise constraint
(1)
Papers
A3S: A General Active Clustering Method with Pairwise Constraints
ICML 2024
Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification
COLING 2024
Joint Constrained Learning with Boundary-adjusting for Emotion-Cause Pair Extraction
ACL 2023
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference
ACL 2023
MPC: Multi-View Probabilistic Clustering
CVPR 2022
Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction
EMNLP 2022