He Bai
15 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (43) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(84)
Top co-authors
Research topics
Machine Learning
(10)
Natural Language Processing
(8)
Artificial Intelligence
(7)
Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Generation
(5)
Learning Types Β· Deep Learning
(5)
Application Areas
(4)
Applications Β· Natural Language Processing
(4)
Core AI
(4)
Learning Paradigms
(3)
Resources & Methods
(3)
Computer Science
(2)
Applications Β· Computer Science
(2)
Core Methods
(2)
Keywords
cross-lingual transfer
(3)
document ranking
(2)
spoken language understanding
(2)
bayesian learning
(2)
semantic parsing
(2)
zero-shot transfer
(2)
text generation
(2)
language model
(2)
neural model
(2)
slot filling
(2)
representation learning
(2)
curriculum learning
(1)
multi-agent reinforcement learning
(1)
self-supervised learning
(1)
neural encoding
(1)
domain adaptation
(1)
transformer architecture
(1)
transfer learning
(1)
natural language generation
(1)
langevin dynamics
(1)
Papers
Exploiting inter-agent coupling information for efficient reinforcement learning of cooperative LQR
L4DC 2025
Federated Recommendation with Explicitly Encoding Item Bias
AAAI 2025
Scalability Enhancement and Data-Heterogeneity Awareness in Gradient Tracking based Decentralized Bayesian Learning
L4DC 2025
Construction of Paired Knowledge Graph - Text Datasets Informed by Cyclic Evaluation
COLING 2024
A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing
ICML 2022
Better Language Model with Hypernym Class Prediction
ACL 2022
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup
EMNLP 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing
EMNLP 2022
Cross-Lingual Training of Dense Retrievers for Document Retrieval
EMNLP 2021
Segatron: Segment-Aware Transformer for Language Modeling and Understanding
AAAI 2021
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2
ACL 2021
Cross-Lingual Training of Neural Models for Document Ranking
EMNLP 2020
Decentralized Langevin Dynamics for Bayesian Learning
NeurIPS 2020
Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference
ACL 2019
Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language
COLING 2018