Tong Ruan

Venues

Frequent coauthors

Papers

1. AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital
   ACL 2026 ·

   Lianxin Sun

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2. Balancing Knowledge Breadth and Task Depth for Effective Domain Adaptation Fine-Tuning
   ACL 2026 ·

   Mu Zhang

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3. ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models
   ACL 2026 ·

   Ruihui Hou

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4. Enrich, Aggregate, and Generate: Three-stage Biomedical Data-to-Text Generation Using Large Language Models in Low-resource Scenarios
   ACL 2026 ·

   Yupian Lin

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5. Experience is the Teacher: Reusing Atomic Thoughts from LLMs to Improve Medical Dialogue
   ACL 2026 ·

   Guangya Yu

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6. From Selection to Refinement: Iterative Optimization for Instruction Data
   ACL 2026 ·

   Hang Hu

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7. LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation
   EACL 2026 ·

   Yupian Lin

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8. MCLE-Mol: Empowering LLM with Molecular Comprehension and Low-Cost Continual Evolution for Interpretable Property Prediction
   ACL 2026 ·

   Zhili Pu

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9. MedKInstruct: A Multimodal Knowledge Graph Based Framework for Multi-Hop and Hard-Negative Instruction Data Synthesis in MedVQA
   ACL 2026 ·

   Yinan Wu

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10. TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking
    AAAI 2026 ·

    Yongqi Fan

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11. CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation
    ACL 2025 ·

    Guangya Yu

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12. Can Multimodal Large Language Models Understand Spatial Relations?
    ACL 2025 ·

    Jingping Liu

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13. EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records
    ACL 2025 ·

    Yifei Chen

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14. I2CR: Intra- and Inter-modal Collaborative Reflections for Multimodal Entity Linking
    ACM MM 2025 ·

    Ziyan Liu

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15. IMQC: A Large Language Model Platform for Medical Quality Control
    AAAI 2025 ·

    Qi Ye

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16. LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review
    ACL 2025 ·

    Cheng Yuan

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17. MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval
    NAACL 2025 ·

    Yongqi Fan

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18. MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens
    NAACL 2025 ·

    Yongqi Fan

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19. MinosEval: Distinguishing Factoid and Non-Factoid for Tailored Open-Ended QA Evaluation with LLMs
    ACL 2025 ·

    Yongqi Fan

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20. Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query
    ACL 2025 ·

    Dongge Xue

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21. Towards Explainable Search Results in E-commerce
    WWW 2025 ·

    Xianyang Tian

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22. Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges
    ACL 2024 ·

    Xiaoming Shi

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23. RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction
    ACL 2024 ·

    Yongqi Fan

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24. Unexpected Phenomenon: LLMs' Spurious Associations in Information Extraction
    ACL 2024 ·

    Weiyan Zhang

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