Chengzhong Liu
5 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(24)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Natural Language Processing
(2)
Learning Types
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(3)
benchmark evaluation
(2)
theorem proving
(1)
text summarization
(1)
question generation
(1)
ai safety
(1)
automated reasoning
(1)
formal verification
(1)
first-order logic
(1)
benchmark dataset
(1)
multimodal large language model
(1)
value alignment
(1)
evaluation metric
(1)
hallucination detection
(1)
multimodal evaluation
(1)
proof generation
(1)
educational question generation
(1)
chart understanding
(1)
financial reasoning
(1)
hallucination penalty
(1)
Papers
Automate Strategy Finding with LLM in Quant Investment
EMNLP 2025
Benchmarking Multi-National Value Alignment for Large Language Models
ACL 2025
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
ACL 2025
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
EMNLP 2025
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization
ACL 2022