Yingjie Han — accepted AI-conference papers

2025

CmEAA: Cross-modal Enhancement and Alignment Adapter for Radiology Report Generation

Xiyang Huang, Yingjie Han, Yx L, Runzhi Li, Pengcheng Wu, Kunli Zhang

COLING 2025main

Automatic radiology report generation is pivotal in reducing the workload of radiologists, while simultaneously improving diagnostic accuracy and operational efficiency. Current methods face significant challenges, including the effective alignment of medical visual features with textual features an…

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2025

JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling

Jinwang Song, Hongying Zan, Kunli Zhang, Lingling Mu, Yingjie Han, Haobo Hua +1

EMNLP 2025

Text-to-SQL, which maps natural language to SQL queries, has benefited greatly from recent advances in Large Language Models (LLMs). While LLMs offer various paradigms for this task, including prompting and supervised fine-tuning (SFT), SFT approaches still face challenges such as complex multi-stag

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