Pu-Jen Cheng
5 papers · 2004–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Ultra
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Natural Language Processing
(2)
Core Methods
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
sequence generation
(1)
domain adaptation
(1)
text classification
(1)
program synthesis
(1)
hierarchical reinforcement learning
(1)
credit assignment
(1)
cross-entropy loss
(1)
synthetic data augmentation
(1)
black-box model
(1)
latent state
(1)
regression model
(1)
exposure bia
(1)
abstractive summarization
(1)
data weighting
(1)
inference time
(1)
teacher forcing
(1)
text generation control
(1)
large language model
(1)
programmatic reinforcement learning
(1)
program embedding
(1)
Papers
Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification
ICLR 2025
Plug-in Language Model: Controlling Text Generation with a Simple Regression Model
NAACL 2024
Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs
ICML 2023
R-TeaFor: Regularized Teacher-Forcing for Abstractive Summarization
EMNLP 2022
Creating Multilingual Translation Lexicons with Regional Variations Using Web Corpora
ACL 2004