Chenghua Huang
5 papers · 2023–2025 · 4 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
(19)
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Hot Topic Early Bird
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The Questioner
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Research topics
Natural Language Processing
(5)
Artificial Intelligence
(3)
Applications · Natural Language Processing
(3)
Core AI
(3)
Deep Learning
(2)
Machine Learning
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Applications · Computer Science
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
reward model
(2)
adversarial learning
(1)
semi-supervised learning
(1)
natural language processing
(1)
preference learning
(1)
self-supervised learning
(1)
relation extraction
(1)
named entity recognition
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
generative adversarial network
(1)
multimodal large language model
(1)
multimodal reasoning
(1)
visual understanding
(1)
text-to-text generation
(1)
query generation
(1)
user intent
(1)
semantic drift
(1)
text processing
(1)
Papers
SELF-EVOLVED REWARD LEARNING FOR LLMS
ICLR 2025
Token-level Proximal Policy Optimization for Query Generation
EMNLP 2025
CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models
EMNLP 2024
GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization
ACL 2024
Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-supervised Relation Extraction
AAAI 2023