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A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence
Feb. 21, 2024, 5:46 a.m. | Penghai Zhao, Xin Zhang, Ming-Ming Cheng, Jian Yang, Xiang Li
cs.CV updates on arXiv.org arxiv.org
Abstract: By consolidating scattered knowledge, the literature review provides a comprehensive understanding of the investigated topic. However, excessive reviews, especially in the booming field of pattern analysis and machine intelligence (PAMI), raise concerns for both researchers and reviewers. In response to these concerns, this Analysis aims to provide a thorough review of reviews in the PAMI field from diverse perspectives. First, large language model-empowered bibliometric indicators are proposed to evaluate literature reviews automatically. To facilitate this, …
abstract analysis arxiv concerns cs.ai cs.cv cs.dl intelligence knowledge literature machine machine intelligence raise researchers review reviews type understanding
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