Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection
Computer Laboratory, University of Cambridge(剑桥大学计算机实验室);Facebook AI Research(Facebook人工智能研究院);The ALTA Institute, University of Cambridge(剑桥大学ALTA研究所)
英文摘要:
The ubiquity of metaphor in our everyday communication makes it an important problem for natural language understanding. Yet, the majority of metaphor processing systems to date rely on hand-engineered features and there is still no consensus in the field as to which features are optimal for this task. In this paper, we present the first deep learning architecture designed to capture metaphorical composition. Our results demonstrate that it outperforms the existing approaches in the metaphor identification task.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。