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Ziyu Zhao · Yiyang Liu · Yajiao Wang · Xiaotao Wang · Yang Li · Yuyang Peng · Jiaheng Zhou · Jinqiao Wang · Yingying Chen · Ge Yang · Haixin Wang
Mengting Zhang · Gaofeng Pan · Zhixiong Zhang · Yang Li · Guangyin Zhang
Scientific opinion classification based on discourse functions provides a structured semantic basis for analytical tasks such as gap identification and hypothesis generation. However, this task is uniquely challenged by the multi-label nature of scientific expressions and AIMRaD structural constr...
Yang Li · Yajiao Wang · Yu Zhang · Yuanzhe Zhang · Maodi Hu · Mengting Zhang · Xi Sun · Hua Yue · Zhixiong Zhang
Scientific information extraction (SciIE) is a key bottleneck for turning unstructured papers into computable knowledge bases, yet most existing systems still follow a “local extraction then global assembly” paradigm. This workflow is inherently lossy: by extracting fields in isolation, it breaks...