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Xiyang Huang

2 accepted papers

2025

CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning

Kunli Zhang, Pengcheng Wu, Bohan Yu, Kejun Wu, Aoze Zheng, Xiyang Huang +4
COLING 2025main

Document-level Relation Extraction (DocRE) aims to extract relations from documents. Compared with sentence-level relation extraction, it is necessary to extract long-distance dependencies. Existing methods enhance the output of trained DocRE models either by learning logical rules or by extracting…

Cited by 0Source ↗PDF ↗code ↗Scholar ↗
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…

Cited by 2Source ↗PDF ↗code ↗Scholar ↗