Li Jian
5 papers · 2021–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
few-shot learning
(2)
data augmentation
(2)
text classification
(1)
feature selection
(1)
natural language understanding
(1)
synthetic data generation
(1)
generative model
(1)
return distribution
(1)
feature engineering
(1)
tabular data
(1)
pre-trained language model
(1)
tabular prediction
(1)
auxiliary task
(1)
contrastive representation learning
(1)
automated machine learning
(1)
label flipping
(1)
state-action pair
(1)
feature pruning
(1)
automated feature generation
(1)
feature boosting
(1)
Papers
Generative Table Pre-training Empowers Models for Tabular Prediction
EMNLP 2023
OpenFE: Automated Feature Generation with Expert-level Performance
ICML 2023
FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding
ACL 2022
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning
ACL 2022
Return-Based Contrastive Representation Learning for Reinforcement Learning
ICLR 2021