Event is more valuable than you think: Improving the Similar Legal Case Retrieval via event knowledge

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Yuxin Zhang, Songlin Zhai, Yuan Meng, Sheng Bi, Yongrui Chen, Guilin Qi

Published: 01 Jan 2024, Last Modified: 11 Oct 2025Inf. Process. Manag. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Novel SLCR model EMV enhances legal case retrieval with event-based integration.•EMV employs a meta-path aggregation for nuanced entity-event interactions.•Experimental results show event knowledge significantly boosts EMV’s performance.