Mingqian He
4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (8) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(20)
π£
Hot Topic Early Bird
Conferences
EMNLP (3)
ACL (1)
Top co-authors
Keywords
large language model
(3)
preference learning
(1)
conversational ai
(1)
chain-of-thought reasoning
(1)
preference optimization
(1)
multimodal learning
(1)
visual reasoning
(1)
synthetic data generation
(1)
tree search
(1)
large multimodal model
(1)
reward model
(1)
supervised fine-tuning
(1)
multi-turn dialogue
(1)
reasoning verification
(1)
table understanding
(1)
text-to-sql generation
(1)
self-taught reasoner
(1)
sql query
(1)
step-level preference
(1)
tree-based search
(1)
Papers
STaR-SQL: Self-Taught Reasoner for Text-to-SQL
ACL 2025
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services
EMNLP 2025
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning
EMNLP 2024
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
EMNLP 2024