Sheng Gao
11 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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Century Club Β· Bronze
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(5)
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Research topics
Machine Learning
(7)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Core Methods
(4)
Architectures
(3)
Understanding
(3)
Applications
(2)
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(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Security & Privacy
(1)
Application Areas
(1)
Keywords
neural network
(3)
dropped pronoun recovery
(2)
named entity recognition
(2)
multi-agent reinforcement learning
(1)
sequence labeling
(1)
hyperparameter optimization
(1)
maximum entropy
(1)
adaptive optimization
(1)
coreference resolution
(1)
privacy-preserving learning
(1)
gaussian process
(1)
gradient descent
(1)
canonical correlation analysis
(1)
joint modeling
(1)
safe reinforcement learning
(1)
sparse optimization
(1)
attention mechanism
(1)
generalized eigenvalue problem
(1)
safety constraint
(1)
variable selection
(1)
Papers
Safe Multi-Agent Reinforcement Learning via Distributional Safety Critic and Maximum Entropy Optimization
AAAI 2026
DP-HyPO: An Adaptive Private Framework for Hyperparameter Optimization
NeurIPS 2023
Sparse GCA and Thresholded Gradient Descent
JMLR 2023
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech
ACL 2021
Noisy-Labeled NER with Confidence Estimation
NAACL 2021
Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields
EMNLP 2020
A Prism Module for Semantic Disentanglement in Name Entity Recognition
ACL 2019
Enhancing Local Feature Extraction with Global Representation for Neural Text Classification
EMNLP 2019
Recovering dropped pronouns in Chinese conversations via modeling their referents
NAACL 2019
From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information
CoNLL 2018
Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network
NAACL 2018