Mingkai Deng
3 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Natural Language Processing
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI
(2)
Generation
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications
(1)
Learning Paradigms
(1)
Methods
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
reinforcement learning
(1)
few-shot learning
(1)
style transfer
(1)
natural language generation
(1)
prompt engineering
(1)
text summarization
(1)
code generation
(1)
text style transfer
(1)
instruction tuning
(1)
evaluation framework
(1)
multimodal large language model
(1)
policy network
(1)
evaluation metric
(1)
prompt optimization
(1)
discrete prompt
(1)
few-shot classification
(1)
dialog system
(1)
information alignment
(1)
knowledge-grounded dialog
(1)
visual domain
(1)
Papers
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs
NeurIPS 2024
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
EMNLP 2022
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation
EMNLP 2021