Qianxi He
4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
EMNLP (3)
AAAI (1)
Top co-authors
Keywords
large language model
(3)
instruction following
(2)
complex instruction
(2)
reward modeling
(1)
logical reasoning
(1)
data augmentation
(1)
chain-of-thought reasoning
(1)
natural language understanding
(1)
model training
(1)
directed acyclic graph
(1)
confidence estimation
(1)
instruction understanding
(1)
reasoning generalization
(1)
order-centric augmentation
(1)
premise ordering
(1)
confidence-aware reasoning
(1)
ppo training
(1)
reasoning capabilities
(1)
reasoning performance
(1)
reasoning order
(1)
Papers
Order Doesnβt Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
EMNLP 2025
Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning
EMNLP 2025
Can Large Language Models Understand Real-World Complex Instructions?
AAAI 2024
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
EMNLP 2024