Zhepeng Lv
4 papers · 2023–2023 · 2 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
(16)
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Hot Topic Early Bird
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Research topics
Deep Learning
(4)
Data Science & Analytics
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Applications · Data Science & Analytics
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Techniques
(2)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Generation
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
representation learning
(2)
contrastive learning
(1)
transfer learning
(1)
domain adaptation
(1)
unsupervised pretraining
(1)
text generation
(1)
information retrieval
(1)
text summarization
(1)
expert finding
(1)
news recommendation
(1)
long sequence modeling
(1)
pre-trained language model
(1)
sparse attention
(1)
recommender system
(1)
personalized recommendation
(1)
user behavior modeling
(1)
user representation
(1)
contrastive pre-training
(1)
user preference
(1)
salience estimation
(1)
Papers
Adaptive Attention for Sparse-based Long-sequence Transformer
ACL 2023
Contrastive Pre-training for Personalized Expert Finding
EMNLP 2023
Pre-trained Personalized Review Summarization with Effective Salience Estimation
ACL 2023
PUNR: Pre-training with User Behavior Modeling for News Recommendation
EMNLP 2023