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A Two Dimensional Feature Engineering Method for Relation Extraction
April 9, 2024, 4:50 a.m. | Hao Wang, Yanping Chen, Weizhe Yang, Yongbin Qin, Ruizhang Huang
cs.CL updates on arXiv.org arxiv.org
Abstract: Transforming a sentence into a two-dimensional (2D) representation (e.g., the table filling) has the ability to unfold a semantic plane, where an element of the plane is a word-pair representation of a sentence which may denote a possible relation representation composed of two named entities. The 2D representation is effective in resolving overlapped relation instances. However, in related works, the representation is directly transformed from a raw input. It is weak to utilize prior knowledge, …
arxiv cs.cl engineering extraction feature feature engineering type
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