Yixuan Liu
3 papers · Latest:
Natural Language Processing
Uncertainty-Aware Structured Data Extraction from Full CMR Reports via Distilled LLMs
CMR-EXTR extracts structured data from free-text cardiac MRI reports with high accuracy and provides per-field confidence scores using distilled LLMs.
2605.08045
EconometricsScaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems
This paper introduces an equity-centered reinforcement learning framework to optimize complaint classification and routing in NYC's 311 system, addressing service disparities.
2605.06482
Software EngineeringAOCI: Symbolic-Semantic Indexing for Practical Repository-Scale Code Understanding with LLMs
AOCI introduces a symbolic-semantic indexing method for LLMs to understand large codebases, significantly improving accuracy and efficiency over existing methods.
2605.02421
📬 Weekly AI Paper Digest
Get the top 10 AI/ML arXiv papers from the week — summarized, scored, and delivered to your inbox every Monday.