Huang He
10 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π§
Keyword Pioneer
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(50)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Natural Language Processing
(6)
Generation
(6)
Machine Learning
(5)
Deep Learning
(4)
Applications
(3)
Learning Types Β· Machine Learning
(3)
Application Areas
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Core Methods
(1)
Keywords
dialogue generation
(3)
dialogue system
(3)
response generation
(3)
task-oriented dialogue
(2)
unsupervised learning
(2)
knowledge retrieval
(2)
knowledge selection
(2)
reinforcement learning
(2)
large language model
(2)
preference alignment
(1)
reinforcement learning from human feedback
(1)
dialogue state tracking
(1)
error propagation
(1)
probability space
(1)
knowledge distillation
(1)
text generation
(1)
policy gradient
(1)
pre-trained model
(1)
discrete latent variable
(1)
knowledge graph
(1)
Papers
Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models
ACL 2026
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling
ACL 2023
Towards Boosting the Open-Domain Chatbot with Human Feedback
ACL 2023
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation
AACL 2022
Q-TOD: A Query-driven Task-oriented Dialogue System
EMNLP 2022
Amendable Generation for Dialogue State Tracking
EMNLP 2021
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning
ACL 2021
PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling
EMNLP 2021
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable
ACL 2020
Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment
ACL 2019