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Puli Chen

3 accepted papers

2025

DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition

ACL 2025finding

Current metaphor recognition mainly rely on Metaphor Detection Theory (MDT), such as the Metaphor Identification Procedure, which recognizes metaphors by comparing the basic meaning of target word with context meaning. Existing studies have gradually adopted literal annotations to model basic meanin…

Cited by 0SourcePDFScholar
2024

Can ChatGPT’s Performance be Improved on Verb Metaphor Detection Tasks? Bootstrapping and Combining Tacit Knowledge

ACL 2024long

Metaphors detection, as an important task in the field of NLP, has been receiving sustained academic attention in recent years. Current researches focus supervised metaphors detection systems, which usually require large-scale, high-quality labeled data support. The emerge of large language models (…

2024

Merely Judging Metaphor is Not Enough: Research on Reasonable Metaphor Detection

EMNLP 2024finding

Metaphor, as an advanced form of cognition, is challenging to understand their meaning. Current metaphor detection tasks only provide labels (i.e., metaphor or literal) without interpreting how to understand them. In this paper, we improve the metaphor detection task and explore the reason of metaph…