| 2026 | ACL | Enrich, Aggregate, and Generate: Three-stage Biomedical Data-to-Text Generation Using Large Language Models in Low-resource Scenarios. | Yupian Lin, Guangya Yu, Yuang Bian, Cheng Yuan, Hui Luo, Tong Ruan |
| 2026 | EACL | LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation. | Yupian Lin, Guangya Yu, Cheng Yuan, Huan Du, Hui Luo, Yuang Bian, Jingping Liu, Zhidong He, Wen Du, Tong Ruan |
| 2025 | ACL | Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query. | Dongge Xue, Zhili Pu, Zhentao Xia, Hongli Sun, Ruihui Hou, Guangya Yu, Yupian Lin, Yongqi Fan, Jingping Liu, Tong Ruan |
| 2025 | ACL | CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation. | Guangya Yu, Yanhao Li, Zongying Jiang, Yuxiong Jin, Li Dai, Yupian Lin, Ruihui Hou, Weiyan Zhang, Yongqi Fan, Qi Ye, Jingping Liu, Tong Ruan |
| 2025 | COLING | PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs. | Yuang Bian, Yupian Lin, Jingping Liu, Tong Ruan |
| 2025 | IJCNN | CoT-Planner: Chain-of-Thoughts as the Content Planner for Few-shot Table-to-Text Generation Reduces the Hallucinations from LLMs. | Yupian Lin, Yuang Bian, Guangya Yu, Dongge Xue, Wanpeng Lu, Jingping Liu, Tong Ruan |
| 2022 | ACL | DoTAT: A Domain-oriented Text Annotation Tool. | Yupian Lin, Tong Ruan, Ming Liang, Tingting Cai, Wen Du, Yi Wang |