Papers by Zhuoyi Peng
Connecting the Dots: Inferring Patent Phrase Similarity with Retrieved Phrase Graphs (2024.findings-naacl)
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| Challenge: | Existing methods for inferring patent phrase similarity do not perform satisfactorily . et al., 2010: patents are pivotal to innovation, safeguarding novel ideas . |
| Approach: | They propose a graph-augmented approach to amplify patent phrase contextual information . they construct a phrase graph that links to patents cited by or cited in patents for each phrase . |
| Outcome: | The proposed approach significantly improves the representation of patent phrases in a self-supervised fashion. |