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2020 – today
- 2025
[j1]Ruihui Hou
, Shencheng Chen, Yongqi Fan, Guangya Yu, Lifeng Zhu, Jing Sun, Jingping Liu, Tong Ruan:
MSDiagnosis: A benchmark and framework for evaluating large language models in multi-step clinical diagnosis. Knowl. Based Syst. 330: 114524 (2025)- [c7]Guangya Yu, Yanhao Li, Zongying Jiang, Yuxiong Jin, Li Dai, Yupian Lin, Ruihui Hou, Weiyan Zhang, Yongqi Fan, Qi Ye, Jingping Liu, Tong Ruan:
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation. ACL (Findings) 2025: 609-626 - [c6]Yongqi Fan, Yating Wang, Guandong Wang, Jie Zhai, Jingping Liu, Qi Ye, Tong Ruan:
MinosEval: Distinguishing Factoid and Non-Factoid for Tailored Open-Ended QA Evaluation with LLMs. ACL (Findings) 2025: 10517-10548 - [c5]Dongge Xue, Zhili Pu, Zhentao Xia, Hongli Sun, Ruihui Hou, Guangya Yu, Yupian Lin, Yongqi Fan, Jingping Liu, Tong Ruan:
Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query. ACL (1) 2025: 19767-19790 - [c4]Yongqi Fan, Kui Xue, Zelin Li, Xiaofan Zhang, Tong Ruan:
An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration. COLING 2025: 10712-10726 - [c3]Yongqi Fan, Hongli Sun, Kui Xue, Xiaofan Zhang, Shaoting Zhang, Tong Ruan:
MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens. NAACL (Findings) 2025: 32-56 - [c2]Yongqi Fan, Nan Wang, Kui Xue, Jingping Liu, Tong Ruan:
MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval. NAACL (Findings) 2025: 2825-2851 - [i8]Guangya Yu, Yanhao Li, Zongying Jiang, Yuxiong Jin, Li Dai, Yupian Lin, Ruihui Hou, Weiyan Zhang, Yongqi Fan, Qi Ye, Jingping Liu, Tong Ruan:
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation. CoRR abs/2502.11703 (2025) - [i7]Yongqi Fan, Yating Wang, Guandong Wang, Jie Zhai, Jingping Liu, Qi Ye, Tong Ruan:
MinosEval: Distinguishing Factoid and Non-Factoid for Tailored Open-Ended QA Evaluation with LLMs. CoRR abs/2506.15215 (2025) - [i6]Cheng Yuan, Xinkai Rui, Yongqi Fan, Yawei Fan, Boyang Zhong, Jiacheng Wang, Weiyan Zhang, Tong Ruan:
LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review. CoRR abs/2507.05319 (2025) - [i5]Yongqi Fan, Xiaoyang Chen, Dezhi Ye, Jie Liu, Haijin Liang, Jin Ma, Ben He, Yingfei Sun, Tong Ruan:
TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking. CoRR abs/2508.09539 (2025) - [i4]Nan Wang, Yongqi Fan, Yansha Zhu, ZongYu Wang, Xuezhi Cao, Xinyan He, Haiyun Jiang, Tong Ruan, Jingping Liu:
KG-o1: Enhancing Multi-hop Question Answering in Large Language Models via Knowledge Graph Integration. CoRR abs/2508.15790 (2025) - 2024
- [c1]Yongqi Fan, Yansha Zhu, Kui Xue, Jingping Liu, Tong Ruan:
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction. ACL (Findings) 2024: 9162-9175 - [i3]Zhongzhen Huang, Kui Xue, Yongqi Fan, Linjie Mu, Ruoyu Liu, Tong Ruan, Shaoting Zhang, Xiaofan Zhang:
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models. CoRR abs/2404.17897 (2024) - [i2]Yongqi Fan, Hongli Sun, Kui Xue, Xiaofan Zhang, Shaoting Zhang, Tong Ruan:
MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens. CoRR abs/2406.15019 (2024) - [i1]Ruihui Hou, Shencheng Chen, Yongqi Fan, Lifeng Zhu, Jing Sun, Jingping Liu, Tong Ruan:
MSDiagnosis: An EMR-based Dataset for Clinical Multi-Step Diagnosis. CoRR abs/2408.10039 (2024)
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