作者位次 #4/9ICLR 2026Poster
An Open-Ended Benchmark and Formal Framework for Adjuvant Research with MLLM
Yi Chen · Yu Zhang · Jian Xu · Hua Yue · Xinming Wang · Zequan Lyu · Xu-yao Zhang · Wei Wei · Cheng-lin Liu
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Yi Chen · Yu Zhang · Jian Xu · Hua Yue · Xinming Wang · Zequan Lyu · Xu-yao Zhang · Wei Wei · Cheng-lin Liu
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...