Zefeng Cai
7 papers · 2022–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(24)
Top co-authors
Research topics
Natural Language Processing
(6)
Machine Learning
(5)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Applications · Natural Language Processing
(3)
Generation
(3)
Data Science & Analytics
(2)
Applications · Data Science & Analytics
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
recommender system
(2)
conditional variational autoencoder
(2)
text-to-sql parsing
(2)
explanation generation
(2)
variational autoencoder
(2)
context-dependent parsing
(2)
contrastive learning
(2)
prompt learning
(1)
retrieval generalization
(1)
kullback-leibler divergence
(1)
learning to rank
(1)
hierarchical model
(1)
generative model
(1)
latent variable model
(1)
disentangled representation
(1)
parameter-efficient fine-tuning
(1)
discrete latent variable
(1)
recognition network
(1)
explainable recommendation
(1)
dialogue system
(1)
Papers
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions
SemEval 2025
TP-Link: Fine-grained Pre-Training for Text-to-SQL Parsing with Linking Information
COLING 2024
Disentangled CVAEs with Contrastive Learning for Explainable Recommendation
AAAI 2023
HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization
ICLR 2023
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation
ACL 2022
PCVAE: Generating Prior Context for Dialogue Response Generation
IJCAI 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing
EMNLP 2022